{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "xdsf78IH3_c7"
   },
   "source": [
    "# Fairness Simulation Study 1\n",
    "\n",
    "This example demonstrates the use of PiML for fairness testing based on the integrated `solas-ai` APIs. The SolasSimu1 data is modified from the `Friedman` demo data. The covariates used for modeling are `x1`, `x2`, ..., `x5`, the response `Label` is binary and it is a classification problem. The rest variables are demographic variables used for testing fairness. The data and APIs are contributed by [Solas-AI](https://github.com/SolasAI/solas-ai-disparity).\n",
    "\n",
    "Click the ipynb links to run examples in [Google Colab](https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/examples/Example_Fairness_SimuStudy1.ipynb)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "4kcbghi53_dB"
   },
   "source": [
    "## Load and Prepare Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from piml import Experiment\n",
    "exp = Experiment()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 459,
     "referenced_widgets": [
      "481f7ab2135d47dcaf8b535ec4eadec0",
      "3b80105558b145428b31f0b3a9577e36",
      "f27998197d9343c1ae8628a82433780f",
      "c80a473e9e2c450887022abdad9c74c8",
      "149b86d9c21645ce9a3f4bc623b86e5f",
      "0e97cec26cb841268859def553248094",
      "eda99d180ecb4e9b8fa57b5fd5ccc247",
      "78daf90cb4314cb6b1bdd149b7fae17d",
      "ab38cb51d5b148e3aa3ab03035c21bea",
      "91681711fb5a492e9cbe391c4d86817d",
      "68976574c7394749ba850d8d3a023d80",
      "b97bc409fcaf4f74a40a686fdc5bf2da",
      "404ac58e96624594969efdb3adbad914",
      "f61efd2050b8484d8d3367dac7648448",
      "5cbeca3da06a4270be92f9868c196859"
     ]
    },
    "id": "1HXFMmmB3_dF",
    "outputId": "0cf414c3-1b9a-4b0d-8d49-4cb1f659f83d"
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ac2a9eb1373d44efb9131872ce92c6af",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='\\n        <style>\\n\\n        .left-label {\\n            width: 30%;\\n        }\\n\\n        .card-pa…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "aeb2c2d760734b3b8af74e92e36b64d3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Dropdown(layout=Layout(width='20%'), options=('Select Data', 'CoCircles', 'Friedman', 'BikeShar…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Choose SolasSimu1\n",
    "exp.data_loader()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 527,
     "referenced_widgets": [
      "1af357c295474ad39532722da75558cf",
      "da3c52a606cb4695aa542f7b92e05ebd",
      "ed493765cd56420593d5e7e00bc53df1",
      "99acb59c0d5746b99c0fd1c9ea47f2b9",
      "e417691d7f994bc7931e2fe0c7513800",
      "faab1435c92346d2a5c916da40f31166",
      "f0fed872fb1b41a59306d63adae5cb7d",
      "36ffecd82612453e94c661e016bf3149",
      "f25b5e474c3b42f88fb02226e489512c",
      "25f6ba53f9284b84b60f1611d0faf285",
      "0064614023b14d8fa6122df7518659a8",
      "ee6ce02f74fc42beb44fc44685ecb0df",
      "52ed156db315439b84f7921eb10d0a2c",
      "349da05d36604899b3037655b758768b",
      "55ba445060374d33a67a9870af27807e",
      "8d80613ef6c149c592320ff30404d5d0",
      "19ab125d7f3649568f94ab553d35ab2e",
      "cdb2a3aa8bcb42a681c27a73f30858c7",
      "b362da69c6b64547932a6c2f2e463248",
      "3aad1a547a2e478590a4cdd73cf6ecf4",
      "35e81467c2a94bb1832550e9457a3fe2",
      "2ef2d550efa24d93a8dddc95b81e7dad",
      "516d22df518348dba7c503b459ad4763",
      "0b61a9206e7e4ce8bfcca4e5c3950316",
      "c5bc4bff903042ff88ef139763db55b1",
      "d8869154a339486fbab391b839b3976d",
      "89525fac718a4f59ba203067cab4cf3d",
      "6e2acfd9030d472e86f45afd87e3abc1",
      "0cb23f2d54f04d38824d5ea5897641be",
      "1b298e9ad5d646699e3b718a6a854be0",
      "20ede7d9b0da4ef396e5cdc14c057f1c",
      "fffecf188bae4434ab29cc4bf0b298a3",
      "5ff35989116849b780159f6da122aca0",
      "109aa64ab5ea4528b69f512edd41d215",
      "3cdb8611ffe44e4a9ebef1f6b09ea866",
      "1afe8a45726f435bb5713b82c0eaee67",
      "6fc4dbd5f200466eae01fd74cad1a6d5",
      "d8b4d343b8c744a08e794bb62dbce54e",
      "c10d7dd58f3144f5b00cc6a92f4a0bea",
      "b6032c7214724780a3326c4521056efd",
      "55e0d3c6cddf44b5b8552eff383c7deb",
      "746a9eb9f4aa4cab8ea3aea607e12cc1",
      "9a06d209185c4d40b2bb03233b8b7b3d",
      "16e08742a0b74c63bcabb6bea27b6b75",
      "b215cee45cff4ab683472e4d284a7c78",
      "bef9321683a24f70a98d181e3a7ab0b7",
      "d3533e67097348ba9e338fb9b920b0a3",
      "2512a63f6d4b4177b2b0d1430e526400",
      "520517f5803a4cd09e8f8d0b0de9e298",
      "4dbcaf547f2c400cb314f9109a463b84",
      "f9169aab1cd64e8b973ee9a646383b3b",
      "33a804b2652840baa36a601d827f7412",
      "5767e50e80e240ab9ee72ca56a8651b7",
      "8ca77db748dd4614ac5a859b29930a28",
      "32ec2fe64d59429b976ffdc3d15eb1c7",
      "25f2a6e67b0b455fabe04861a2bbc766",
      "8d082446558641fbb77fcae981ad9836",
      "167217049d91427c8f29844793bc72c9",
      "c9dc9f36dc36485681846f671d76cde3",
      "b018a9257d104a3698b515cb49f69e16",
      "dbcea89c59ba48f1af8e9a64d683bf07",
      "ee24ff11a95e4f18b69f201832c785ac",
      "03c269ca659d414e8065a9bdb6bcf77c",
      "b015358e9127415a901d4db11cb1c07f",
      "9469de467561424fa1e6018e46fc4265",
      "14bc5ca771fc45148e20f5f2d3601e17",
      "c7419cb47e654530b2b9d4b6e3cef3b8",
      "1369981fde9f4a6ea8a6fdccedd5e2e7",
      "2c24e3f711604f1b8c90c7a707912079",
      "a51b81a1a08f491b9e0ade1d0b8f5e0f",
      "5cb85589ee684030ae1ffaf47253e02a",
      "c14f716433e345478e06bdff4246aba0",
      "5755650a5ee74798818e9c51c11320b8",
      "0a0d0fcd4a8740bbb310483ea2a36ca7",
      "863b31b032df47c1a7eb07eb16cfa222",
      "a32b03bdbfc04dd0b0575c024d2f6d8b",
      "01b8d72ffad34852864140daf6889207",
      "4cec0cbd644046dab4a7068ce563751c",
      "06de7940cb1d4aac923372b770b915ef",
      "bf131e1d60bd4f3fb1bc73da47a46231",
      "3629f643a6fa4271b321b8f0a122c907",
      "3417fdc02ddc45f29e704258b885a6d3",
      "5f510294f21b49a88f7e047196301576",
      "c1e1699241ac478da820ff6625d42e1f",
      "06dc9b8d152a47bfb4459c91424e98a6",
      "1237ab8ff19d4ec8ba817da501faf1bd",
      "74387b23c9fd412491ff2b2ff3ca92bb",
      "33d52bb2e5ef44b19a5746b06d728b74",
      "36e9a24f1d924a95b663a7e3045f8489",
      "c9afb163b0cf4cb2a3e65e04a8132403",
      "a4337f40ec834b9587b93ac19147778e",
      "3daa2a23614c4c1ab7a02d83da2ae524",
      "d26f139f31b0471fa9d546f680fb82c3",
      "ec0eefb5b5074e4cb0ffe43b04f0cd67",
      "ee22345fe0224bd190fd18297725e11e",
      "346e19779ca4456f82c1bfd674154122",
      "3bbb868079804593ae58cecf3ce8d896",
      "7a99dda4d7004e7bb68bf2a6dfec6d61",
      "721b634aa39b48d780c1e789eadfeb41",
      "d0ee942197d9497a8c5bb11e8b0941c1",
      "96b25141f1a7474db15ce3f16b47e419",
      "f2c176d2278547278aa1148c4857a1be",
      "b9d27cd09ce4487092dc33cd534c04f0",
      "35e8a94cbe004c998a5d8c5d628d6c58",
      "40533ddf43d64aa9a46709c2b2d5f7de",
      "14047ed3d2b6408bbe03571387e76b46",
      "0d6d2cf9eb084637b33745dbbcd2422c",
      "ec6d712a200349f1ada406776b16ba72",
      "c6ac74eb1355400db4e774ed04481a67",
      "5d19b31552924e85bf030d0459cfc697"
     ]
    },
    "id": "RTcvcydS3_dH",
    "outputId": "d8c2f955-cfc4-463d-8628-9d208d366769",
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a0e36e2fa6ee41fcb65ff0668edf368d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='\\n        <style>\\n\\n        .left-label {\\n            width: 30%;\\n        }\\n\\n        .card-pa…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0f1cd303e3ab4b45a7350d7efc8e443d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6c3bcb8b59eb4426b1765785a78397b7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HTML(value='Data Shape:(63240, 11)'), Tab(children=(Output(), Output()), _dom_classes=('data-su…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Exclude demographic features one-by-one: \"Minority\", \"Majority\", \"Age >= 62\", \"Age < 62\"\n",
    "# Excluded features will show in grey color in the table\n",
    "exp.data_summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 407,
     "referenced_widgets": [
      "645a2cefc9174919b9a2fc4fd5c6d14e",
      "4aaead87f788479cb7d73ce6e3ccf4c3",
      "e0078adf896548e7886e33bf7bbfc84a",
      "b8d5fa9957854e3f9c52610eb47672f0",
      "3708f2625d5b4c5dbb7d67f244dba784",
      "8a5eb94c976c40ee9226fb96c3b667ef",
      "9934fc2969e44f09ab9207c53e736980",
      "ec5cd890510b4d1f964844ff934a8ffc",
      "a74e9e915446457ea0949cede50800bc",
      "adad62f993ad4c1abd296b07b95ad1df",
      "56d922e3b34b4f5cabc39e4c68e875b7",
      "faa52d4e87ad4aa397a5b3d735959e0a",
      "476d1fd377554195b978264eabc76843",
      "9db40c547d1845dd95843e75d927c3e0",
      "9669143a552c47feba53c891076f7826",
      "4c7c991f9e4747aa83de993132cedf4f",
      "bd9943d4f6114d109a225ab8ef1abe75",
      "b36f96f2be3843499683b96c607e998c",
      "b22d332ccf264815878af0405f003bb7",
      "a0aa28bdd57e441c8592d634c639e824",
      "808427bd235c41599231e954d8ce2779",
      "d41a03db3c0a412c8d7d5998eb1f37cf",
      "fb914c2043fd46ae84ec48813ea1d008",
      "29586a3757274e08b85f9009b5442796",
      "f92b8e9835f54562868cc6d0d3c727b9",
      "36b11b4e488f4d7db787d503bf8fc1bd",
      "4f9caf3bf2b741a5b49d47caf91cd899",
      "35f7b4bacfd1472ea93fd4ed1389befa",
      "8a0807dcec484e12a22f50dc0110f9e3",
      "0a3456bec7a64d45a596e21f51b1529c",
      "4ac486d36c1c4914bd6eaa5d6da1a0b2",
      "34623135d6934221b8df62a0104cc70f",
      "6298d1aab83a470fb93647064cfe3c0e",
      "db9b3df922644773951f1775c25085da",
      "d1b2fe243ef7447db6c6e4b70b2bdb3c",
      "7e973dcfff114d1d897d69a216e7f0d7",
      "022164b081ea4a2fb97c15d38e02a8c5",
      "bc59067bd26c4aa7ab8635f5fe1d1b3f",
      "4481973d532740449657e01cb4bb4a6a",
      "441a4e5507434bd992674b0aaea59669",
      "355e4be4512947e89c6b5667ac2fc255",
      "e811cf5c16e34dedadcaf8bb4bd08164",
      "d0a7c0b20c8f4e94b7c9c4bbaf1ee0e0",
      "b837d59986df45ba99a52b3c659e4485",
      "2a8450e15ceb4227a05dc49f46c94871",
      "418d84b2b300445d81f542d313d3bc53",
      "9d6aa0cbe937446e8f380481feed8cc8",
      "6a3e28780e2148b1a332ec8f777336c4",
      "89a0e3674e0949d5a0159b2c41b7939d",
      "b01ca55c02c5434586c03c5c82f05d79",
      "2d9dda588ebd4e148e0c8207dc466f42",
      "fe33ba2870314ea3ab02b5d12fb04e48",
      "08bdddb5e2874a4e9c0d435baf264dbc",
      "412c157c03af480f8162cb0f4027395b",
      "5c8dc385271b41be9424e7b0cc341cd6",
      "fc0b5f7bebee41f7b68f032292c31ace",
      "4b507f39c7f846749c85f644fb2c4e89",
      "df20a033305848898fcfbfb3c42869cb",
      "2ab6e0bc0e514eada1bd16065f272878",
      "83fa50cacd2e41908516c587b892d354",
      "e255e4f450a44d98b9b3d9f70fa7de76",
      "3bb9a398a8f445889388cb4e1c8cca26",
      "7a34e8a78f7c40f08fe56998c1a9a7e7",
      "2cdc522568ec4a399314bea91c2b2ea6",
      "d4be84b38e9749e196b09d99371bf3bd",
      "7cb44e25ad9f4ef9a6d1d6b9c940f0d7",
      "c20fd216e9c14607a9581767a56d3ab0",
      "1f2b776c8e8a4d009641e3ecfe6c68b1",
      "c84ba09c8d8746889b9be027a1816c92",
      "ca69830e54c94bcb92eff2d330225322",
      "dddc177d7fc44ebeac2fd16351367c37",
      "33f91a39257348b3b5ce6f23e018dbbb",
      "f1fbd5ea613f45fa83a955abd10f0090",
      "cc382a729b9a4e99a7dfc041b7618598",
      "3b98c1b640ba4cb5aeab9ad1f2f97b93",
      "b1212f98a9374f14a89ed2e11becb231",
      "43317e48930f4bb695f9e196fff231b0",
      "1d9c1f3460714d16bc43efdb50c68214",
      "2e8a31512061424fb5a98b90d848db2b"
     ]
    },
    "id": "iQBVjZlmDxWk",
    "outputId": "233ee023-d9e8-489e-b33b-6e3be6739be5"
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3e1b1bd88d554d8ea8cfb4c9add913e8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='\\n        <style>\\n\\n        .left-label {\\n            width: 30%;\\n        }\\n\\n        .card-pa…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3d558d76f393426a86c379bf9d8bcc58",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HBox(children=(VBox(children=(HTML(value='<p>Target Variable:</p>'), HTML(value='<p>Split Metho…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Prepare dataset with default settings\n",
    "exp.data_prepare()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "28cc1e9e2835410e94cda6972426afc8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='\\n        <style>\\n\\n        .left-label {\\n            width: 30%;\\n        }\\n\\n        .card-pa…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "cc94699908c64962b51a1c0f9c0b4ba7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HBox(children=(VBox(children=(HTML(value='<h4>Univariate:</h4>'), HBox(children=(Dropdown(layou…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Exploratory Data Analysis\n",
    "exp.eda()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train ML Model(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1171,
     "referenced_widgets": [
      "6f14cbfacb3446588516dd5d65a9864e",
      "fe5233fb983c4586be3e343886c82a5f",
      "0e34595052514543ac65cdf6510ab848",
      "c3871a42639a4262bc076f1957816c66",
      "41c7cfad584249c2aae1565eadc28b4d",
      "7808cbee3c96492a815b29a8aafaea54",
      "a33109c5960444e69f01dbbb1e38276f",
      "bc85b0ddf8844bc8996a1ce1842c597f",
      "cd55d82294074b4ca4779c9a2c6d2d72",
      "e5d75379edbe4b9e9de4a2b71c8f9ae0",
      "cbd7a630edfa4bfa9e6796e44571c256",
      "7974d4f72cb541aeb0873cc6bd5cc3a2",
      "947f0702fd0941b099b993005f76e780",
      "e620287f594f4f6990f2a178e4e92e9d",
      "ed14cac29d30415ead720f6491a9e8a9",
      "d69936ef9bbd4befb18d2ec26a08d150",
      "856cee53049a4b8ca81c53d5a5d44ff2",
      "f3499476c42a4ef793ad93c35f05103f",
      "d00aeadca7264f0da0c674eb5d5cf4e3",
      "bb5487675975486a8873581566de2414",
      "f50e4db0ddad446e8b7db7a4516bc89c",
      "4b09d02b267c40ed90d529ebf291899e",
      "c83bde83f4754b4f9fd550e73d4e4eba",
      "f5c295aca5924bf0a09d43de65fd32ac",
      "050e4af0032748c6b12926bef42ca84f",
      "fb421f4e83be48408109a5ca513cc5a6",
      "d0a3643c8e8e4b73a40338504958bc34",
      "6bd4d5b7568941ec9f34611584e9e798",
      "9275a381e55644a4883b79cdd6eac0d5",
      "2c78044012c14214b764f574efabec92",
      "083648b6fe1b4d12bb3885b1352f1d84",
      "f079f73243db4ebb90cbce6768f5bdde",
      "8251af5d6a014a6da547d00efeab2765",
      "0b4bd476d24043b78fe2217b01fa6dde",
      "b9743b12344f417f87ad811e1fa3f555",
      "84650c4375ff4fe0bc7205d4fac32c48",
      "05a74fd9c6e74e588fd1ccc1a393a416",
      "8e5e729349a948c2bf317b6cbbfcb364",
      "40b637e56318411e9045b3156b47228b",
      "6a4e030de89340db90bb4842134235c5",
      "e3fefe7f8975407d96c333635be9049f",
      "be62f4c511a140749844939f2aa571aa",
      "5b048fa594364674ae60fb340b377311",
      "47c7e055c0ca4a428f7eadbba0a16bcf",
      "228e8c074c6544a68ca2ed60e926d46a",
      "a9e725d586ee43ea943bb92107e6a706",
      "59dbbb761f604cc4ae7bec723d7f9d0e",
      "f158029ad9a7413b8efa93eb725e45b5",
      "6703904fa0a140bb88f9ee70f7e3ac0f",
      "b17b6866be7e4d84aed69df0befc00c6",
      "cb041f7de6c94c5c95240d28b01f0d39",
      "f5f27e54073e4a3d8d858578bf0c0c7b",
      "3b7be15f5c8542be8e38763940646a15",
      "4b4163cb4e834fdaaace00dd1442c444",
      "4b6e655557714d77bff06ff13fe588b3",
      "86ad2f669b7b4d19bad37a3d496eb768",
      "c148d4a0146c4c638a4b163f5e52a920",
      "5a1994ba3e0f488eadac5afb3e231567",
      "36dd47b6b1b1473d86ec29fdca507453",
      "b4a26a9f123d49b38dd22d9f253e9922",
      "3052720225f144f2869cfe0be6eca521",
      "f0efbdaf68ad4d718ed2559316848227",
      "0c30c360bd884c98859198e66413f514",
      "b6d0ffd83ca7439687839f42b1acb03b",
      "d25a30f7fd8f4fc98c9a9e0c20e7e14f",
      "b2574a87d77e4d92839ac04f5e1028e8",
      "c2f0b0c4c057455e810bae5697ef48a0",
      "d7c2ea7489e44da5a59c3618c6f96552",
      "f103b8a15656477790a51a0ca2633f81",
      "b6bfc483dc9b40bab138e2bc7db3dffa",
      "e4baed00591c4a87ab56bb4cf5dd74ff",
      "8c2e4040400c4cd0bf7579bbadc7e625",
      "327e97562d60430ca0cd9622283ab735",
      "e1995150c0644182ab8802e5b8adbc2d",
      "10a8d3faf45e4482b7aa90499fb8a7b7",
      "fa627354ff09404290c180994b59c26f",
      "d80657ca17ef4868acb01cff6b376fd2",
      "e75ef511c601417f950e0203e3761101",
      "9897b8257b704369b3a7dddef862c15c",
      "e79fedbfef6c4cb8894d88be7f738bdd",
      "189413e9709e43299d43d7218f91e0e5",
      "bee07d4b7b78401aac8ed22caf5c53b1",
      "d192fc15bb774c459787d2427206027b",
      "5992beed8e494c7bb855b2c4551bca6a",
      "616d0fffbd8b4f4b94d4c36581d30bd0",
      "da6061176ce941849ee6368c567089f9",
      "49900640d9e347809e2ff819dacca11b",
      "ce5ef76633554b78b62bbf3e42fcdfd0",
      "28387efc06494c2b8e20dbbcb0fb296e",
      "7c150e9ac08b4b1ea67cfbf13b6ad1d1",
      "1f2f20faaffa496389cd688ca398956e",
      "290839ade65d4e5c9a45489585a5608e",
      "5e908c40ed5d408fadf4c98d1dff3680",
      "4f0976d367d840a996e6179362562a0a",
      "b0b886102dd54461ac1e56da1aa88742",
      "b863671312094ea2bf2a5868673184a6",
      "62c8406394af4267b7e18fdd7664c159",
      "32053804ecaa4a0db4a5100abb1f5766",
      "e9136bb43fdc4ef88a301cb715d72785",
      "d9d253f203f2431680fd76ccc6b2b320",
      "b2c903eecb5f4d2ca701dff2c56ff539",
      "161318488c0d4f6087e565a6b03eff9d",
      "3043da9bd4344c40a563005f44c77199",
      "33602052e18149bab65a740b78709504",
      "8718f2a7af1c43e59d5508a10089980b",
      "2c6a63367d8b4ace9d990e93df0785cd",
      "5acb801180224f14aa8d1ce85de3760c",
      "6551ccc4649e4e689673b2c230742518",
      "f30a9f0cb5114340b8eabfdde7cf6891",
      "fa0ca21277d7460d86d3af895b3fa006",
      "f9046c72020e4555b7af991a79c2fa82",
      "fd9f3329f5a24bfeae19df9be8f80e88",
      "a1e32e3334e740978da7a53805662f04",
      "4216a9342dd8432db29f0eff2194f95b",
      "5b6b6ce7d3374314a0c14c689e6dc389",
      "bbd08b1915a449b4b9a7f254046c4169",
      "3c44609df7cd410fac8cea5e80e137ee",
      "01479f53948c4153b114d53cdda5c390",
      "399bbdc5b9fe42e59199cd29e51dcb71",
      "7cc06353d576468b86887f7c082af14a",
      "517e5f0889e243b5bd904c5c1237b8b5",
      "b8d7efa824964263b54b0446381d5906",
      "6fb30104fe2944ba929eb90af8ee908b",
      "1e857a02a2f04e6db71fbc24cc3bbb55",
      "984e6cb31bce4cc7862c5f192b00ac1b",
      "ce6f4d1709284935a5d9b76f33577eba",
      "15f07ffcb683462d83f8dfd094b73b32",
      "78800f521b844fdf9272263275cf96b3",
      "a7c7798fe6444df785a799ee4fdbb90e",
      "8b92db0dd6d849f983acc349a28eb572",
      "bfd7139724394215a233a49d975f7906",
      "196c06b3b51d422a8e2ef97edfb20344",
      "66d3e806eda44deab5081c87b6b884e6",
      "759bd0fe917c4a1aa487119d78581df9",
      "e63b862605a241a6b516bd5ab21419f2",
      "630346678b6b4b0bb1a4b66652de89db",
      "99264ccade334ada99dff4fda2e58aa6",
      "6ab4cc1ae1ac4852ad5b1bafb4a99cf1",
      "069da09fb499412a9b161664a03400d1",
      "a683ec6ade7f4c14b85d7d0dcacfe162",
      "595f2d7af3d44bfba01abe2e50366e32",
      "2624b3ac6756430ca01188a69760dfe0",
      "4499689a929747f1ba593b44e4d155ba",
      "8041245f0d504d5b8d562d0b0b1b37a5",
      "eef0825778ce481dad58bd4f9263253a",
      "4f983df302764e57b6ddf57b1b157b8c",
      "e93255d80bfd46ba9beee7add26fcd43",
      "8963139a466a46d495b148b071b93c7d",
      "f42c3b3c5765453e886ce0c057fde952",
      "ae4164e0296743dd9d61580cdda7c8cb",
      "9f4903c5c4984192bae72e0b8edfa28b",
      "4530a90810a3428983cea8adae09afd2",
      "6d7a7015afe549f2b805fc85406dde56",
      "95d77333e0c941008cf6571e279103d9",
      "c4c0275a8fb84762be6da946658cb9ef",
      "7357fc7d710d4591ba07744bd5d05db4",
      "c329e6c2ff324c7197e4c0e5b3c6f5b6",
      "b4c88c05412246f99aee147ff04ec4a1",
      "e13a9190d5094db8ac07cdd13d6258cb",
      "6c0cc0876fbb4c69b78599a5815ab04a",
      "7159efe84dd145a6814eb8f89ed81806",
      "7f3e6d381fe04df593d0c69e1dae9888",
      "1b030da579ab4c1ca1a812784cb04727",
      "ba52d67cd55349b4adb69d7c52b6a165",
      "648a5df76b1242328c4486b6772e2ee1",
      "aa9f39b1f3bf4595b6e9727015c90f93"
     ]
    },
    "id": "WOe59Icm3_dK",
    "outputId": "13017d6e-333e-44e2-962c-073c78fbb29c",
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1dd1ba634d5545ca95e81a8224e2d895",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='\\n        <style>\\n\\n        .left-label {\\n            width: 30%;\\n        }\\n\\n        .card-pa…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<link rel=\"stylesheet\" href=\"https://stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d1d4b95f612d4599a2c8a969409c9120",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Box(children=(Box(children=(HTML(value=\"<h4 style='margin: 10px 0px;'>Choose Model</h4>\"), Box(…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Choose GAM with default settings, click run; \n",
    "# When training is finished, register the model\n",
    "exp.model_train()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Lu3mpYH33_dK"
   },
   "source": [
    "## Fairness Testing\n",
    "\n",
    "**Suggested Procudure:**\n",
    "\n",
    "1. First select a registered model (in this case, GAM)\n",
    "2. Group Setting:\n",
    "    - Set Add Category=\"By weights\", Enter \"Race\" in Category Name; Select \"Majority\" as reference; Select \"Minority\" as protected; Click on Add Button\n",
    "    - Set Add Category=\"By weights\", Enter \"Age\" in Category Name; Select \"Age<62\" as reference; Select \"Age>=62\" as protected; Click on Add Button  \n",
    "3. Switch to other tabs to view metrics and segmented breakdowns. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 399,
     "referenced_widgets": [
      "d42731e20c354ff99072c97248970605",
      "2543e89db0774e77b0587f9c62fe4ab6",
      "ddd79ba672ae4fbeb0d8b7634c402024",
      "0d283ee2de3b49bd95a2aa88e2cf0220",
      "92090e36cb41455fa24d5c8128bede7d",
      "f847528053474e58844378d8fadc386f",
      "024b553637f14422900e9eb8308806ea",
      "916867649ef149229620d69181b62031",
      "89af5060401044e88347240cb507c089",
      "0c7fa4916e564f35a14b59e0c72180a8",
      "0812bd18770d401db507eaf8646e2edf",
      "e110b8b7207243db8f51758023b2d780",
      "d26f5b09d0fa44268075c08f23a9d7c1",
      "8902acdb1d5b4cc1818e21fb40b667c6",
      "81e7c5739999439ba63ca44fd0380b3e",
      "028cbb3f1ea14c8d8079a56d31223bc4",
      "c20ee54397624c9fbc922dfaf939a591",
      "13ec9100243f4c28b7468d7d5588036e",
      "308a8a233a1844aaa5072cb240ee6fc4",
      "a3fda4623e4a41d88f65ce884a584e3a",
      "8d0cda089ada4864a5af4b75f1a22772",
      "0ec7fa1529264403ba7315986991aa2b",
      "68caad649d1d4e8fa91829a8f7144ee6",
      "673f330451514142ba7d808d1aa6024d",
      "b0a1d22961cf4e7baac5e6953c1bf9db",
      "2e529146ea7c4e05913b67e7fa013df2",
      "71a5980cc38842cdac52b43b9d6939c2",
      "e4e35da2ce214a9a8ef7db9bfc89cf21",
      "dae47a8260d94e37a5df47188e79da90",
      "03cd63184b6a4241a565cd10985efcd1",
      "54c5cfca163e44b186a875023c3279ca",
      "e3f3b26212f5485dbb0cde6127fb03dc",
      "3aa6b56a6a064bc4a16247135fab9612",
      "f493139504e844d49ec1783e4fd1a7d9",
      "aced226b794741538d45fa1ffdcf80c2",
      "84c1df06cd994491acb5077c85464ffb",
      "4eddb3358e0e40a8984a4e0bac606d3a",
      "4e97dadba850464c9e96b825fc4feb1e",
      "962adf5cdc354f4b9115778603516be3",
      "aa6ae49f14894887b8fece67fa2c6d74",
      "0e941f88e2c24051939a2aa242e0c2be",
      "22ae72236c784cfc8cc3a0a57b328a40",
      "81aa7e4fdab84fafbc3999a4385e8e5d",
      "122a718f2f5b4ea093f46fd3ee660db7",
      "c5d17502118f4a888e99c919108fc30b",
      "3d93b2fb6e0144ecb76b1257f91d1594",
      "fdc535ca2ca44466a6d7d0f24b988150",
      "3a6620753d06404eaf045c776f742f00",
      "8809021b1b5c431084d2bf3f3911b54f",
      "719805d279524296b5f2c16f8f0fa20b",
      "0cc78d02cf774393b5ea9bf56c87020a",
      "f0d3943874a740a88679ca202ca5a9fc",
      "3f9dac84066d426b8cf5a97fe7bc5c1a",
      "915e4d58e72648369cf6865563a9cfc8",
      "1b7b03e0330e40e8a3529daf75f92666",
      "faa438d3fb6b48ce94778c47041dc5e1",
      "87eb0e8eb8b5458e92a4222a563833d9",
      "12efdeb6308f4894bbabd1d57713a1b8",
      "43ff2ef3bc98475da45591cdc04e0d2a",
      "4f3fd658bc894c5bb6e021f4aed877d2",
      "12fb1b6b4463434688de98d2ce1d3d27",
      "3977bc9e41aa4cd69d1a1e38dcdb2b4e",
      "e8fcef710084415d8e90553e779be7e9",
      "ea1974381b79480981af62e0e91e033a",
      "b0649591479440328ce7e0e9a8a3e9cf",
      "3d16f9f5c0144f3f9ea8ae6b04197d66",
      "c3ae15d326e244f08dbaf936245168f6",
      "fcac90d4f63a48cf9220d0f72e785aaf",
      "37a85d63db4b48189734d45337ce7e70",
      "1662aa15c778440e904a6ea15b46021b",
      "0d70ebeb90bb48eda09dd5c3a9ed421f",
      "28e71755bd9e4f6da2c8a1db8cf78193",
      "50238cce0e3a4926a037be7d5b02e3f8",
      "d5c20fe819914fd4876a0804bdc8cb93",
      "8f953195431e400ab7ce81724f36407c",
      "074c2beb21304027990b42f43deffb3d",
      "04510c8e00db454d803b43278ae5767a",
      "4b0d669271a54e5aa69d53b43a1d6f65",
      "75954f1a33bc4a9dae32b37b0cf24081",
      "f697780562f24197b5f219cd2a852058",
      "448c91d51c4141c7be4d58a7963fd16a",
      "a341eb5e584a43ddb8ca1e7ca6f13f75",
      "40851da42a5e4b1994a621f9295e92af",
      "bf62f39ffea4432f83cb2db0a0ca14d5",
      "82f13a1b9b654eff8b601502beac9c22",
      "f127c73c87d445ae84c537e86949bb07",
      "6df431b605e240f28ea38d0fae7f6fd0",
      "0b6f66a2d7484165aef6de9f669702fc",
      "5400b94a8f0e445cacaa488fdda4c7e7",
      "c8f76bfb28ca47759422430f649d2a4d",
      "384402a88cda4ee6bea6c90088ef0f3c",
      "bf5824433d76411a8a6dcab7912187bd",
      "d87d122f513343ada10132ed4156a7d1",
      "c864294bbcf041dd88a592a0f6ad310c",
      "27525001f6de49d2b956c3878e70be85",
      "f2a32e6c24454c7e80f689cf50a55bf3",
      "835e63d2ebf7465a8f2e997107f76a71",
      "c9fe84db9545495388568d53e8273ef3",
      "07c2dadbce6b4b2f8bc3ae3d4e26cedb",
      "e7e0d91798374eda9b792b03136bde90",
      "672df084aa7d4af1ac0b8a159e07c909",
      "f8cea3e7aa434091b475aaaa5fcb66eb",
      "6589f93c14f846cfb0943072fd882ac3",
      "3209e6a0bed140aea8c7088a89f4ebe8",
      "7a22fbbc9eb64fb38801eca09b18359c",
      "faad80ebb9c4443fa91b007b9cc6cd89",
      "1d62a7a725e64ad9b3ed271183faa777",
      "748f7426a4764cebbeeae29b45f37d33",
      "cfecdb14794f41388f0a205f88248dd0",
      "36628221331748a5a19f856c1a1f63cd",
      "e56b60dcf03744c3aa827954c8de8853",
      "4d662348e78b48fa8942cdc52cc510e0",
      "87d7210cf3af4890a702c0da406230b7",
      "eec4c70e65c14714b431c9b376b9d28a",
      "f9c77a9a3a5f4025acd2de9ed9bdc439",
      "0e2d53aeac8d4a89ae689259d0c362e0",
      "60d0e484040f4a49a3c7dd32c9954cb8",
      "e82e3a35ed3a4dbdaf9740182b7e6218",
      "526eb54975b04ab5be933081de77b18a",
      "456605712c3245dc843806ba1e15385b",
      "fd17f3d679334a27a23de59a2d63a2e0",
      "35378390d5c84245a12d94cbf5d0724f",
      "300bf7451e424427b6e29709998740c4",
      "8d163254e36241f79181eef797317867",
      "36c708c4541e4f4cb542b01d50a0ab9b",
      "0cd558588c5443208e3107caa23daac5",
      "b5c013262e7640d2b9454e39a13db770",
      "298ead99495c4319b788b3b5d07e94e7",
      "d66264a78c7b4db0bb83a8564e967278",
      "26751ba881ef4c37a97fdbce0343bc82",
      "425be0d69df74a50923ccbb6237c04ae",
      "935a59d00e204218831b23d96cd46d40",
      "ae059cc474e54678aa1e887fb3c9dcea",
      "8fbe2effa20f46aead92216b599c060b",
      "0d7a5fa28de0404cbf53f12798168e35",
      "5dd7f60f5be34b3b80eaa89bed6b13a0",
      "9954fc48e7cb4537bb9abd26f8971e62",
      "818793c6a55148cfb6934fac4442d0b8",
      "5a2f64bc3cf54a1e9a7a73eeb56e0ddb",
      "a49ec04bc4f94d049fd9cfeb42eeefaf",
      "ef25a29aad714e33b729c435ac054b70",
      "bda8ac57e7e040cda73f90de96720fdb",
      "fd354e2cccdc49bdb8bf994da5285336",
      "d0f6738a0dfc485a97417604a1999b07",
      "d6a45448c83c41f59311b33596339d89",
      "e3b4e48a06d44eb18c08ed05530a55b0",
      "abc6e5d72eeb41fa98b5993667d860ba",
      "c88c85c94cab42fb8941802ad5c3d40c",
      "2d7c4c4d717042a895437b6bed30dfd3",
      "485b289f0ee3412697d3fb9d69555129",
      "b9dd3c267af6460dab0f7943d4424a65",
      "496faa90f6444d4bb5d8425cd11d9a45",
      "c4f429a1a4774467961644ba2a9a810f",
      "b423321d48ee4a2dabbbf4e105bcf610",
      "03b049822a82488292775b73091cf79d",
      "d4541cd139164a2d96242e4c5f3a4d0a",
      "7959f972c5214d02b6f368487d3667bc",
      "f4ef2af7ea0f4cf3adec4af1e7d27176",
      "6a836c10a396427a88dcbab314a4c7ea",
      "873d1e4975db4de1800966cb80b0f33a",
      "b82747bc589146629d501c02e2591a24",
      "33a338f571ec4569a9f972b24e6a2cc7",
      "89e096bbea8a4342af7e37ef7bb58953",
      "57dc294dd6e14a9ab27f0d792ab92f0e",
      "304a349455b2475898357342d8f1e4a3",
      "c962d97f85604fa988bb658ff0308848",
      "1eb92c0872c34fdc835f264784ca8c24",
      "2085f1aa717d49ed949e2af47a93cb6a",
      "6861df0922f540aeb557b146bf0a0fa5",
      "107face5e75e4bf287a3826b3e5be54a",
      "3bfc848f91d446ac9410c826f08fdc12",
      "6d3c29ff744c4c4ea6ba7285b5041341",
      "6d8e5d11edae4271bb2d6945fbb97e75",
      "c0ac5294539943a6bcb0e46f53e817d9",
      "6af9ca86fbf5440c98897aac07116173",
      "c0704abc80764ddd85a067c76f495e7f",
      "0bf4a54499804345a6d9dd518b6299c6",
      "e72f44cbba9943cf82f4fef07e225098",
      "6f14fcd85ce345d8b0133f8d7ab1b14e",
      "d9ae033c571a45f3aa7f3f875c6b28b7",
      "c1c51ae036ee4859b0c664f655a630de",
      "06105f2823304d2ab5c9737796a05ed8",
      "15562b26579a4e5c9642cdfb5f6f5d12",
      "dd8ef16b2d3c4f7dad1a7b9a1807e050",
      "1cec3a4fef4e46a489d5668f311567d9",
      "3827b76af1934c86ac658d4e96c2fdba",
      "7e55cf48481845bca76812a1ab8be0f5",
      "3986801ba2174ae2ba159c6dfc34015b",
      "6c3e47edb6994bedb22281fb62e072aa",
      "1472bb51a8894486af9aaefdbd33ea59",
      "f79ddf3f83ce412ea227584eb7323ae5",
      "a4f38852a6ef4d9895d4b5ca78070061",
      "f52960c5ac4c4ea8b8fdb543bedfa311",
      "9939e664dc0244eeb257d83ff5c6342a",
      "93d58e429831418ca2a8f6ca9d902336",
      "bf5ba83fbd314166bd76c42bde06199b",
      "872462a8d63b444a945cefff91b7e6a5",
      "89a96b96f88e4ab5bc7c0de6b651b070",
      "1fd238f909954d65802124775d36040d",
      "1e9aff1357764174b82c991e9228a245",
      "05142a521631476ca2200b8838df47d6",
      "4fe37b4dab504b0a88570e2df804973f",
      "44ded4f70d7b45a8929d01e5b6d9d857",
      "c4a68d76307b4ccf8b7a7c3ce6f5a763",
      "6896375b22ee4d6aa43e68c7e1c59dc0",
      "36f8112e7fe644bfa904cc81e796e36d",
      "9aec2b25a00e42e3ac5033633ce2f5d5",
      "6747fd31f9a84fd18bfe35c7b2c0de80",
      "9dee538a32204a1c86fc79ae6218b471",
      "009b5f385f2e470fbd01d4551fe91119",
      "138746c1be844cd2843031f33e4ddce9",
      "551269a1ee2941e89b1e2c2a08297651",
      "0af095efee65407f8fc298eb20ec2e78",
      "1f6779328a21450ea203f787cbc9d28c",
      "771f8ef9154746c98e88920bc7f3afc1",
      "ee8d2494dd014475901db89c4b23b739",
      "58597001ffa24b039c6905f289694431",
      "2d8eca64c1ee48df9d895a1201de32cb",
      "ab89bf9317c84e2f9232e8dc5d8ce606",
      "e1cabc9109a74ddb8ec69afd8b6c8aeb",
      "f41b9e07459a43a29a81bf13aea266e6",
      "20cf1a25079c44af96ec213d7633d080",
      "c3ecf4772fa442cdbe520fbf0b27d60a",
      "70b7d57e1c2540dda3f0fe81b893fb03",
      "71269cb8296d4f89a6b0aae9cab938b5",
      "8e34e606fce84d988c2cc5fb98868085",
      "b18d40c6ff64431db8290a914ade3c4b",
      "9c64baadaf314f3ca69a0602abdfad83",
      "cdd35d98de7343a9a5f4fc600be4439b",
      "69412353ba50417c8f00fba43a946c65",
      "366bf880ee0942afa94b79e8e6a6cffc",
      "31d9689daa914bc6946f0e6ae4b81caa",
      "c1cb02015ecc459ea27a77810d7497cd",
      "6166d61830334e0e818d6931d1dc4ec8",
      "64d564a1e758449f9359b026b1fb2f98",
      "cfe1ca966bec4108bcf3aec8fa02b780",
      "cfe9c10f966a4673a5b343b9107fe6f1",
      "3f46ba99f1bf4faeb1df54620f105416",
      "c5a89d1e8ff447c0b7506910da237dc9",
      "aa5ba45f7be94922874fd4d4326dbdf6",
      "93fd65a441434553948cebc95ad9612c",
      "c50c9442a02946c9b62d439bb8475af8",
      "8b59b7fac04342f8baf57e00280e1866",
      "f19b4c2754724e33ad15a0f24a44a422",
      "fb058aca7d1e49b586d1f9273eb5b535",
      "020efe63fa5a4e439e85b6805051c48d",
      "32984ef37ab24caab319a237f890c248",
      "b76e2c48d0584219bb258fe529e24423",
      "04d152f7e3fc45f89dfc8579f6fe1c1c",
      "52d074d05bf64a73b79fe44f265d9fed",
      "e09e4a7ab26849339e17270c13d9aa8e",
      "9384702478c54e68970dbe55f6d00a9f",
      "081213e2ae4544bda9af2b6fc40e4c12",
      "4282bae9429046fca75ee6b6a67790f5",
      "1da59215599d41c0bceda8cbb6994c00",
      "f5048a6c02eb47f4b20dfd989807625e",
      "df79f441b35841d998e5a2fbd87c3969",
      "cf2fbb5454904e5ca7f0d25b2f43175c",
      "236e8a93a849408a8e8022667c6fb4a2",
      "02c3e9a7cd1b43e4869840547c341c97",
      "cdf78554272a4f15bf5f9f6574506d4e",
      "38d6cebef7f14d00a7305d6055222140",
      "1e9788739dc549049230327d2ca107a7",
      "e679725c927e47e2a18972f0015b9823",
      "d47d3d58f26545828a82198fe9236ed8",
      "dba6065983a54ead815e460a947c4f85",
      "0cd3c1e0033440aa8f7d54b8ba32f0a7",
      "e0884ea6f8cb4a07870c42bd9ef2fe27",
      "4b43cb32cc8d4586a42905935fc001ef",
      "95c9ee333af3442292d8a9683aae5971",
      "25aacbbde9e04c8ebfa04dbbf1ef30f6",
      "abcd408257904ddb8b028aea95b62040",
      "56ee646f344a4001afb9aec6a8b73102",
      "f366626f0e81466f92be2a9515c267e2",
      "507676af673b4bc788a0da9ad02e5496",
      "1ee042519d5646c7a0d08c6b468dfef3",
      "5b30f72d9eab498b9e6fed60b274e0cc",
      "a9a96e030d55417689e3f03f453ade75",
      "756509c35e884176a1293170d6f38490",
      "1b901e94bb684c909db0ad662236ac3a",
      "b88e7de88278463daef822e645a8e93c",
      "a6251daaabcf4e058f43c4f193faa241",
      "56a47d635ac24a9094d918729ca547d9",
      "8d0596b666b74a3b9e8c6e083e961dae",
      "9ba2febcedc14327aed8f2a7895bacd9",
      "6f800341f74e40b59deaf3f204439293",
      "3b9c6523a5d14b0285189579b1685e2f",
      "2d2de25076b5417681967df11bfdc685",
      "0c1217d8b8f04ed8a4fd82221436e47c",
      "0a35ee24301b4689a9a9ab1d7c89c393",
      "8528e618c9ad4b5f9824f929848a1c23",
      "eac3466c295a4f74b28dd827a917de05",
      "04d5ce4b35eb47d89098fa27a6368265",
      "e0b72e155d114388b1df61e9c34f4457",
      "0beaf8628a4248af81cddea9c8299e70",
      "fc87bcf9ec794ab4924a1382c88d5eeb",
      "9f9c2d99c0fb4e1faa8f9d6ca98df1ab",
      "6c985893bf6f45cb9fe60abc7c038e53",
      "6e0b1f4a576a43118a5e6dc2cd4062d4",
      "10f73fe66acb46859bfa975e864f8f65",
      "9e54c5c48490486ab3470319ea0135af",
      "13454d62e9fd43f6ba42c54f8f1ab4e2",
      "1bf2c0993d5e40de96ecb71fda072886",
      "feaf37d814b84fd49bea0325a8418b7f",
      "cfe4a6a0a2ce467390ce87b30531fe29",
      "c7734e723cf9449e817279a96b7ac552",
      "461412a5b96a455cb97f05237c775d3b",
      "3d724ef5911d43d9b37b9d42363157f0",
      "721985e5cda64005a1b5f91bdaf0b7af",
      "0d76523b3f13416aa1f47a3ec88e50e0",
      "ab13ea6846934a6baac743277c14ba77",
      "6aee1e47e1f949099ac3a366bae85edf",
      "297a14c8979e40869ee84a32430ed80d",
      "ae35be7f6da54d11b3c5fe4f591a5878",
      "f999d77dd31747b2a16099851f57cd70",
      "0cc667fc4bfc4edf963c08ce7cec6a1f",
      "8d18f7e637e44dc5b1536606ad019fa6",
      "e67fc1b4d05c4316a1d6d7f4e86c749b",
      "7abd08feb7934c76a18d805de3928726",
      "8d22596d4e4e425ab0d811cb512cb745",
      "cdc3adda18484a44ad55690939b04d93",
      "188963b6f59b467ab015fa1756cdf298",
      "0542322057e34f7f8c284718336e6b0a"
     ]
    },
    "id": "e--UE4y7Zlm3",
    "outputId": "189532d9-8e0c-4c80-fa04-2de2b9a2e1e2",
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bec70c03b3d540cfb388a1fef0122ad2",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='\\n        <style>\\n\\n        .left-label {\\n            width: 30%;\\n        }\\n\\n        .card-pa…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "        IPython.OutputArea.prototype._should_scroll = function(lines) {\n",
       "            return false;\n",
       "        }"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4ce15d592be14f6e8d141f9b2d25c96f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HBox(children=(Dropdown(layout=Layout(width='40%'), options=('Select Model', 'GAM'), style=Desc…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "exp.model_fairness_solas()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "000213275c354eefbb0c11d727077043": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "000336d21be344e8b8bacab4d224ba01": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "000ad1234d6b4b6891290a8fe40659d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3db7311638f94177bb0d812ee677f087",
       "style": "IPY_MODEL_dab61a516a0244b68ff4fa3ed545cbdd",
       "value": "Protected:"
      }
     },
     "000d80c929d841cc89caa775ab3165aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "001092682d80497d9bf78a779dc39b75": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "001bad69d28545aa850145ac7817a5f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "00265977f9824edcb3b88eb9226a4932": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "003b6fd363ff4226a812ef82cb7bee83": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "004ceb8c166541e98790075f99c5372e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "00502772983d475e997edd2437039afc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "00511148a34941d4a12c799a5eaa47dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1e800204b214440c8b2d650094fd9e38",
       "style": "IPY_MODEL_fdaad07d3cf24b6c93414f57f41b97c8",
       "value": "<div class='divider'></div>"
      }
     },
     "0052ca845c29495a930446a0a557905e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0070e501622342bbb2be65f62e9f77e4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fbbd58306b4748dd92db0d5d00032761",
       "style": "IPY_MODEL_d2da9c89e9db437f9c45d3fd2034aed0",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "0074b54f8fac4377aa13571d97cd1a4d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0078f1e290c54b39bfd609ef239ec66a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_68f52563532546c1a0464e27533c3a2d",
       "style": "IPY_MODEL_7909949310454dcab1e9a5c8c7896a6b",
       "value": "Min_samples_leaf:"
      }
     },
     "008ce0d348814c3a876292e73fa4e8be": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "00911f404269421fbff9c91869d03d21": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "00a24813e6f94ee980f387ab47d38c14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "00a4e03127d648db941359aaaac99033": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "00a8f9a820744b138a4a5398dcb2fd8b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ede9c9b7b8f74196819e538c813fd391",
       "style": "IPY_MODEL_25decd365cc848ee945ecda228703ae6",
       "value": "Feature_decreasing:"
      }
     },
     "00aa692e39d7456d90915e7b99dc7713": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7ecb493cb3ac43228e9f9ca5d87d934b",
       "style": "IPY_MODEL_8e5642349ef44dcdbd9c42874911361f",
       "value": "reg_alpha:"
      }
     },
     "00b2fef4553541db81970d3d747177e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_e76b86d2eeb04b12a2339e124972f939",
       "max": 10000,
       "style": "IPY_MODEL_93ae748a83104a89bd75378434418a6c"
      }
     },
     "00b70506ac59483eab50fbe524d1e4dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "00b8951c698d474cacb8c39b4029ba60": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "00bda57769f64b0ea8f2bbba62669bc3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "00c02032077b4f91ae60dccc70be793a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7d8483b022294427a38b1df9ef5480e7",
       "style": "IPY_MODEL_1aa8c23118924957853c72c172fbac9f",
       "value": "n_knots:"
      }
     },
     "00c45e8218564862970323c9d63e7794": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0b3e22b9e7b34307aa6be334a16b9976",
       "style": "IPY_MODEL_26efa6fab8c84371aff126a1170c5692",
       "value": "Max_iterations:"
      }
     },
     "00d565627864488f9a3aefb1f2959480": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "00e286292245441ba81feed2dd4df5dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "00f441e3e1354f36b3847037d4e308e8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "01052ed6d970459cb5885040b13f7708": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "01096bee41214884b802e2ece0006713": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_7c9dc3dad28a4aadaf4891ced1b4715c",
       "max": 10000,
       "style": "IPY_MODEL_18647c5df8ee416c9a1ebce5278b8219"
      }
     },
     "011cdeadf6ab4a66a758d40e0fc82cba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cd706c8d99194529905e0b7eb0736d8f",
        "IPY_MODEL_aa0161f9789e4d5f9166f8c7dd0ae013"
       ],
       "layout": "IPY_MODEL_e92f75c260254a0abee2ecd48366b704"
      }
     },
     "011d086ab21c4e78bd1e579f0cbeb05e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_db70a0b31298497590319bdf37e9bebc",
       "style": "IPY_MODEL_28ba49827e9e49bf92c6e86377401c75"
      }
     },
     "011d4592894a4572ac2b5955c6f220ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0123e61e65694705a66f2b9c98e9dde5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "014e267eee41425286da4796d71d2f15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_20de2ff3ff6a477fb467dd9bc3fa65d3",
       "style": "IPY_MODEL_2e08aa41f25245a8b49dc1de94ca2a91",
       "value": "<p>Target Variable:</p>"
      }
     },
     "014fdc195de64f29b248ca35b80bd915": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4eb17c5a18ab4edab7fbbae55a66d176"
       ],
       "layout": "IPY_MODEL_d76b0837753640d48b11019ee64d7707"
      }
     },
     "01589d9f05bf4cf89aece383397b3553": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "5px"
      }
     },
     "015c89cfa0ea40e0b8f6627d73b00e5f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "016aaf25e6094567af0c219207d95e93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0197cbe11dca4a4faaac22ec1df2de28": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_7f83a6e2d4d747e7b554ad8b404a98f5"
      }
     },
     "019846f720ee424ca786d6d498e27786": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "01ad7c8f908246a0aca85067284074e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_649b4bc0257e49b0a83c2638b16f1960",
       "step": null,
       "style": "IPY_MODEL_09df6910524346c6a37751dc43198a06"
      }
     },
     "01b29c639d4341f98cc201230dfa3b2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_ab67ce715d7d4a27a89fda9312d3ec12",
        "IPY_MODEL_f0545f9d28424fc9b4ac43f7773ba2bd"
       ],
       "layout": "IPY_MODEL_a803abe5f80549fbbce5573ad3c56c5a"
      }
     },
     "01c475a04ccc49b6bf03ae947883522b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f08595239e00413da08df85c44abed5d",
       "style": "IPY_MODEL_3275719d04c64cae926a5607a344eba7",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "01c82c8a2825438f960f14e322f86d9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "ACC",
        "AUC",
        "F1"
       ],
       "description": "Rank Metric:",
       "index": 0,
       "layout": "IPY_MODEL_ba44beeb40d947c6bd5d61adbbc55e53",
       "style": "IPY_MODEL_9356dc4bcf704014b0bb4442ab3eda63"
      }
     },
     "01ce5fc4e9d041338d28eaecd06cb75c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "01dbbdb5661842d9ab2ad0a003b70dfd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "01dbe0a814e6484da354edfe11ccf0be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "01f82b61b8ff4fa696590d4e96fc3c5b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "01fae096bac448db8226162ecf0b6b65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "01fb28fd0cde4a79ae4d6336d8911e9a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "0201ea7962054c4fb178ad105b80dc40": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0224d505ad224aba87f3321f7778a31e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "022b958270564d6fa61caca4b41d0e99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_d8431b2419a54593bf454d0a6864537c"
       ],
       "layout": "IPY_MODEL_8422d8aa28af40838e018e1a06be9fea"
      }
     },
     "023477dd97024780b4bab64cdc30b1a4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "0241b375de394c589a72c2151a872410": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_bf8904377ca2432dab7a13f69e0c2433",
       "max": 10000,
       "style": "IPY_MODEL_e3b10b0f8caa40cd9520d92d0834f110"
      }
     },
     "025e69f3a3e24b7e85e48483630f59fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "02640184f32740878bff45fdc17f3a20": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "026af6025d634a41a4dccbb16847edb8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "026d764e60b64f78bff0583277276e98": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "026fef94c09d4628a6c346abf10acb85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f418802892d9422ba71b9024903bda66",
        "IPY_MODEL_89175aa5cff5442d9934c3eca4f39a9c"
       ],
       "layout": "IPY_MODEL_fd5386a17e8948579585790b74ef0587"
      }
     },
     "027efa02e8854c1ea7056a8566b978e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fa985e8610cf4efa8d86878f63f5c4e7",
       "style": "IPY_MODEL_be9b5f8c3f6e4011932f7ae5641a07da",
       "value": "<div class='divider'></div>"
      }
     },
     "02856b7c0e2f48678b563882c7c48524": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1501e70dc92a45639999e8ce187af014"
       ],
       "layout": "IPY_MODEL_a4842b84a481409bbc5f2e9d82854d8f"
      }
     },
     "0285a2082fbd4a1995423feda3ca63f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "02909e1e43b5419ca29ebf0c5b5d1c7a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6fd257e7f60942068cf9bce25c74b6c3",
        "IPY_MODEL_59d8d01d97a54bd494c69d02a91e898f"
       ],
       "layout": "IPY_MODEL_019846f720ee424ca786d6d498e27786"
      }
     },
     "02942236a1b34f2ba7a76da4bace1fb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "02a3f15135d9469c9a1302ea55a64829": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "02a6213e244f437a8e3cca1f4d7236f3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "02ad189204e8447bb875da7f074782cd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "02b10266fbdd441482d5a823e1f1253d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "02bb39f6802847f29dbc9f0d777d98b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "02bc77aaea22417fb655ecc3ecbb7f89": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "02be1eca848f4e56a8fca639b880dac7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_fa8aba9b0a354d7c990faeb621b247d5",
       "max": 1000,
       "min": 1,
       "style": "IPY_MODEL_36f829cf20694e319e3e5806c081ade6",
       "value": 20
      }
     },
     "02c2e8654a1e41339cf89cdd87255a20": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "02c2f1611f8b41718ffa0142edec087d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "02cdfe809b37474098fa018235f50b79": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ddaade8a25bf4f2a806782a88a8b5545"
      }
     },
     "02d02fc99aa444d1b2acdc7a8828b85e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "02d5d9bbc68b4777b53559286e388282": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "02d7666bbeee4d12810456d8682f2189": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_285b6668bf1147c88223562b53e03a15",
       "style": "IPY_MODEL_18b7899a835b478e9f8fc7acc1b2289c",
       "value": "Exclude Attribute:"
      }
     },
     "02da605bb872427293bb7233354b5641": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "02e423704ab8478e8bedfae383e67602": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "02f35c2e51664c44bacaf4a9f18b20e8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "02f37d2965994857a9d7ca026f288ffb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_53f70fda41204e60a5799d94d219fc9d",
       "style": "IPY_MODEL_26899936d0f9406797483ad5b48d915d",
       "value": "Metric:"
      }
     },
     "02f4da0cba09442eb3d955dec1aeabae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "02fdf20aa0674cd1a1ff3de5181c4294": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0304c3f473694bb0827f2ad0f0c9827c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "03069fd92094421e8bad29f7cb3acefe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "03076613fd2a4f5b8e796d9b60977670": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "03094dce431446f881ec597881289253": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 1,
       "layout": "IPY_MODEL_fb064aeeb86940c786bb491284bbbe8b",
       "style": "IPY_MODEL_d897b2a5a3904b60875eec74bc59f7fb"
      }
     },
     "030de7d5d81c453da5aa40f1d5a858aa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_079d4f63b9b44ad7a0acc862291c9d4a",
       "style": "IPY_MODEL_9ebb1346b8644712ab80c8ee08d7d48a",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "031a559bfa724b778868f406d71146ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "032fde27f46944878aed33a0de10434b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0338da7d3b964671aa49aadbcb941da2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "033a7477bbdb4ac19cfd63964325151e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_9b7a8c44e75c48619ab62f3f6687480c",
       "placeholder": "",
       "style": "IPY_MODEL_47323f44e9e54940a57065215b0fd16e",
       "value": "[40,40]"
      }
     },
     "035880c6695b486e96cfa32939639594": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8b305fd1c1014a2ca762df754eae4d8e",
       "style": "IPY_MODEL_5c370bd2ca094b2cb6fcebe955eec9be",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "035b313066f141b58129eeef51f446a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_b18cc8c7a9d3409fa87262cd21427672",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_d9068022edc946faa1f0ac6398d21a74",
       "value": 20
      }
     },
     "035eb3b5374d4c6cae9c1e4dfbdfd350": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "037c290b5b604dbda9582b68e3e133b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "038fb1bf149e4523a9b0d0824731abea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "03922b3d157443da93d69c74cd084e76": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "039c98cb820e4041b02e6f68b94a3bff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "03d86391f8ba4ab2aa56e84bd042f5f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "03e6f9dde8e04a40808dbccf5f72113d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "03fd492ff6b2432a8bdfb38d103642cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "03fddd6bd17646f495411f9a3b47c07f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "040a2a976f2d4ae99cda2198b67301f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "04153abbe9b24356a58cd257abd3582b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4ca1757c1b5749af9b0ad7c3a77c1336",
       "style": "IPY_MODEL_72c7e4bdff634a91a0f4ba0f9edf7a2e",
       "value": "Feature_increasing:"
      }
     },
     "041577110dea4d1eac119cf4d83bc84b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "04241df3ada9429787818c0f99fc9e38": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0436fde233474898800dbc3cd3de6ba4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0439f134eba147b2bae7624b02ab52a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_23831650e34747c489df37c65473b34d",
       "style": "IPY_MODEL_c4a6a23a91354847a69919707e200b42"
      }
     },
     "0446c11bb6864223bdce686f52ad254c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "044bc910ad5f4da19c8626d67a948380": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "044d9be5d0e44e85bb775aa96a5e1d79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0455bf60264d4ffdba8fe4892b98162a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "0456eb0c6b0140eebea8922d2dbec4fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_13f5ad90073f427a996768f4bc25b4eb",
       "style": "IPY_MODEL_039c98cb820e4041b02e6f68b94a3bff",
       "value": "L2_regularzation:"
      }
     },
     "045865efa1fc4c29b0d3aa6ded669115": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0458bf34b678420a9306760471745cc7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "045c4586ce1d43dda69866d3b94429fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "046946ff704243f98ebeae90aae81938": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2b9a1697eb194b1eb14538b12f6ffd35",
       "style": "IPY_MODEL_097eab3b7286457f8c7766636b3bb4fa",
       "value": "Reference Weight:"
      }
     },
     "04727545367e4de4b3e45b86145f0ed7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "04776af6e6e847b7b5ce77ff64e76d85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0479ac6a05dd4bd4b84151046b140204": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0480c92f631a432db50a1a74c7446970": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "04a02551f649460f81ae879ad256441d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "04b140de5c6f41aa9cb172c37acf7d28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "04b2c67321124bc78952a9f72dc9a1c3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "04bf806a90f34f6da3f3443ea4877be0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1bbae76d3a0044f4a7e0e26b4b93a997",
        "IPY_MODEL_14e0c477696a405f853298d0dbf74eba",
        "IPY_MODEL_53811c40093449ecb49f0e2725a523a0",
        "IPY_MODEL_d6cb3094a08e4f788511051ba404acfc"
       ],
       "layout": "IPY_MODEL_6856695780314fa3baa6ff460898e73b"
      }
     },
     "04c05e31cb8749d799662f720d796034": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_88dd72009845473fb8400bc6d980a3a5",
        "IPY_MODEL_796b770ffac1475eb99a044caa126254"
       ],
       "layout": "IPY_MODEL_13e9b10c2e034dce80a157bb41a6685b"
      }
     },
     "04c39d15d6854f8bac4ab6fd0d1c763f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4a081e02acdd45478d19a83442e9d143"
      }
     },
     "04ccbd4cc96547b39d6c94897993185e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "04d11889126c427099f0fae03772f770": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "04df6be39da84bcf8710ab7513793318": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_6b8e429ba71d41db841be3ff341bb721",
       "style": "IPY_MODEL_a8401b8207eb45dbaf62a08b064095e8"
      }
     },
     "05175a3c68424345bd2bb901e1219c2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_95bc39f925904d31bacc5ee6394877d1",
       "step": null,
       "style": "IPY_MODEL_714e13c3437341ec96fc571e4800986d"
      }
     },
     "051a75154ec6425ea3e833b07bf82ce6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c5570b89907c480697096a4769d1bfcf",
        "IPY_MODEL_b3ae24677c0848819e73c04624b56bb2",
        "IPY_MODEL_6d43339dd4f14c80b3fdcc7e6660a69b",
        "IPY_MODEL_8b64073811244794b6db3ed91faf0eaf"
       ],
       "layout": "IPY_MODEL_70558293fd37499186c32b83ca6b73d3"
      }
     },
     "05291a5dc9e844e7b35e8d3dc0e09b31": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "053c9229fa5745528fc516b08914574b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_2481b541a167416cbf04ee3adb237fb3",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "5cc860173881436485d04847b4901e9a",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "0540bc5f05d242fd9bb95d9dfdbba811": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f7d4f55dee234725a603acdd4a6faa6e",
       "style": "IPY_MODEL_833dce454341461d96ad4163d085512a",
       "value": "<h4>Univariate:</h4>"
      }
     },
     "054504050cc8409a9566f1f7cf7e6659": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "055dbaad72a7485d8ff28ec45ab32c28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0560240142ac4dbe8107eae1d2123cf1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "056748ea817644e8b6a7c9052e852cfc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ee385639383c4d6fac71ba8fbb66460f",
       "style": "IPY_MODEL_5b4cbb67315743a0b827d6ea89759553",
       "value": "Model name:"
      }
     },
     "0569e9e40dd84cf2a0725e37080f56c3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "05825793362841048f568f37a261010a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0589d8b285b3489885af2e648338e093": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Data",
        "CoCircles",
        "Friedman",
        "BikeSharing",
        "TaiwanCredit",
        "CaliforniaHousing_raw",
        "CaliforniaHousing_trim1",
        "CaliforniaHousing_trim2",
        "SolasSimu1",
        "SolasHMDA",
        "Upload new data"
       ],
       "index": 8,
       "layout": "IPY_MODEL_5805dc3932b344d6a237aa0d228bda17",
       "style": "IPY_MODEL_74aa2786b2b94657a074725887fcba73"
      }
     },
     "05abbe5ec2ef4c21850f16d264861600": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "05b9ea0f8a73450abad9ab3b85e97af6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_9bac3ead05b944ec83e40c111a02b694",
       "step": null,
       "style": "IPY_MODEL_8ec3509623b7460db77fc3f960cb0777"
      }
     },
     "05d58ea7382a4dd5b00a2f98795e0bd5": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_716dad0be64842d99d4ac53f73bcc3d5"
      }
     },
     "05df4b465b5849e7bb675763ca9d8f12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_206f223c224e436da2b90621e8a67223",
       "style": "IPY_MODEL_038fb1bf149e4523a9b0d0824731abea",
       "value": false
      }
     },
     "05e10c85db0d4523806ee2b3dce17a2f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "05e4f765d3f84bf6ab1f087758e98184": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "05e62a372740463d9304ef156fee22fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2ec5263e89844ec5b864601cb80b8976",
       "style": "IPY_MODEL_c350fe6964504053b7e702c007faa01f",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "061c4e5d12cd42728c3b446a913fe4b5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "06327f2e50f34c56ae6d86643277049f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0633c555f3bd40ed8c6a35a7972a61c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a3e9f0f35264473d8094f4d943e0f767"
       ],
       "layout": "IPY_MODEL_5d2452184a364f3fa04614e6b08f092b"
      }
     },
     "06462134b0d5417abddd31de3025a261": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_f0ae1e4b8e434747902072d2da062fc9",
       "placeholder": "1e-3, 1e-3, 1e-4",
       "style": "IPY_MODEL_83f815183b554d2eb5a88b00bab325d3",
       "value": "1e-3, 1e-3, 1e-4"
      }
     },
     "06576ad8f0644e65b1ca172ac5200515": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_2b4ca491fcdd439783ef99e914d60512",
       "outputs": [
        {
         "data": {
          "text/html": "<style type=\"text/css\">\n</style>\n<table id=\"T_cbaa5\">\n  <thead>\n    <tr>\n      <th id=\"T_cbaa5_level0_col0\" class=\"col_heading level0 col0\" >Group Index</th>\n      <th id=\"T_cbaa5_level0_col1\" class=\"col_heading level0 col1\" >Group Category</th>\n      <th id=\"T_cbaa5_level0_col2\" class=\"col_heading level0 col2\" >Reference Group</th>\n      <th id=\"T_cbaa5_level0_col3\" class=\"col_heading level0 col3\" >Protected Group</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td id=\"T_cbaa5_row0_col0\" class=\"data row0 col0\" >0</td>\n      <td id=\"T_cbaa5_row0_col1\" class=\"data row0 col1\" >Race</td>\n      <td id=\"T_cbaa5_row0_col2\" class=\"data row0 col2\" >Majority</td>\n      <td id=\"T_cbaa5_row0_col3\" class=\"data row0 col3\" >Minority</td>\n    </tr>\n    <tr>\n      <td id=\"T_cbaa5_row1_col0\" class=\"data row1 col0\" >1</td>\n      <td id=\"T_cbaa5_row1_col1\" class=\"data row1 col1\" >Age</td>\n      <td id=\"T_cbaa5_row1_col2\" class=\"data row1 col2\" >Age < 62</td>\n      <td id=\"T_cbaa5_row1_col3\" class=\"data row1 col3\" >Age >= 62</td>\n    </tr>\n  </tbody>\n</table>\n",
          "text/plain": "<pandas.io.formats.style.Styler at 0x178c21c99a0>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "06666f4fe5b549daaf1e6c505a7ed1b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0674ab1d1a60460c8eb6b0f4b7af4891": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "067abfb5edd149b097e9432bdc0e8a37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "067ce306592c446cb4e3eadb62dba886": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "068dc6cc1f3d48da8624629ff72ac23e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0692297bd403498296f6f5d53b70c6b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aba27d35e62c4cf5af15694b31cf94f4",
       "style": "IPY_MODEL_59877f964ef944878485254b673d46d0",
       "value": "Reference Weight:"
      }
     },
     "069dadf2e09e4a0190eee3eb1bef8d3d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "06a0ad54fef74de59117703b646d158d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "06a64553e9704407bb00fbc6dcab8b8c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_888170c1f58f4c42ae48c65d4286cd1e",
        "IPY_MODEL_d8c1605704e946d6af0c86e2d584cec2",
        "IPY_MODEL_2aed2414c7694a9583946377c8631369",
        "IPY_MODEL_68787cb417c848b1a642ba7c6e354414"
       ],
       "layout": "IPY_MODEL_7598c700777041499587c14940b78749"
      }
     },
     "06b217dbf21d4ceabbff014566833d37": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "06c0b1bb9cb54f81a3e8cbf5fa257273": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "06c2eadbcab34041aba334409bf1aec4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_c9a7575244a2412ea2a5b0daab12baf4"
      }
     },
     "06c356a708e649fba2a2a09f738c5e35": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_045c4586ce1d43dda69866d3b94429fb",
       "style": "IPY_MODEL_50b8e442e0cf4d46a35e90c8121a811b",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "06cf67252fbe4df9bdf4d89d50d89a43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9d11528b834a42d1b01e8fceadcd9ce7",
       "style": "IPY_MODEL_c05c194d97784f90ac7d32373510538d",
       "value": "<h4>Bivariate:</h4>"
      }
     },
     "06d49bfc4c4342649626493bdfeb0043": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_b3d3c51fa36d4b3bae4add15804d0e15"
      }
     },
     "06d6dc355a464479a05b19a774c6a51b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "06dad9bbd3c84c3e940f96ac61eb3776": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "06daf12cf5b549248962976444a86188": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "UPDATE",
       "layout": "IPY_MODEL_f5ff0f8b485f4f4aa791783ab671f5bf",
       "style": "IPY_MODEL_f19655bb9d9d4d6bbb007e8135dc5b4e"
      }
     },
     "06db83c491ae4798897452fd42158308": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "06e62c6d2d304e918b221595fa2a4baf": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_6452188243f84313b911b489dbf5b39b"
      }
     },
     "06ea2fbec73c4e0c8d8f8f25377c621e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "99%"
      }
     },
     "070112c5d8a448d9acfab4fe73c516b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "0702e80d291d441cbf90ddba8e149bf2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_b1e9fb1d695c48bd90d3256fc9a93d5d",
       "placeholder": "Category Name",
       "style": "IPY_MODEL_c17363f906fc4710a060f9207079897e",
       "value": "Age"
      }
     },
     "07178820eff84e70badf6b4f2369f45e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_f4bd777b1aa446278a3827e598a6a201",
       "style": "IPY_MODEL_3e974a3b0ff54f348f0b1d58e9f39c41",
       "value": true
      }
     },
     "072c206fe1e4464c916e7147d320678f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "072f697810bd4d7ea0901080aefccc6c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_4e1bfcbc8ddc4ebdab2a573a880db3c0",
        "IPY_MODEL_ee277da3725c47558654c1b21ba7ff7b"
       ],
       "layout": "IPY_MODEL_7e19a63667444240a1efe61953dbaf83"
      }
     },
     "0749b3c077a04fc3a6e4d0ad6cedfd90": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bf807c3e75fc446b845cea606cb8ded4",
       "style": "IPY_MODEL_adc1f8d0ce8a4c768a3a727029f6bb7c",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "0752b0ecdc104a5e9694606abe1345c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0760812f90a94b979160634d774984b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "0764294b4e20413795b99a04f257cc06": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "07747fa317db4ec1864bb1a2f03df253": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0777f05b18f044c7a3bd11458e07c677": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "077f30d385fc4e0dbb87ddce8f254752": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "07808171e9d74ba595c27fec19fb04ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "078202d7be5b487abbd0f6478c22e721": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_072c206fe1e4464c916e7147d320678f",
       "min": 1,
       "style": "IPY_MODEL_be3dfe031e004ee8b0a2cac031f4cf5d",
       "value": 5
      }
     },
     "078576b6c1f44892b30a29cbc4cd8f2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "078e924cf4624cc59f201a25d70aa305": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "5px"
      }
     },
     "078f590263794d519b147fad5c8ff5b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "07958dd6f5804b05bec965193e9e3e14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "079ca84b77584617a0e57faa4bb1a1e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_07178820eff84e70badf6b4f2369f45e",
        "IPY_MODEL_9cf4ada5eb5d4dcabdf8fd763bf08ea4"
       ],
       "layout": "IPY_MODEL_157d8e3509bc4ef8860a5cbd721a885b"
      }
     },
     "079d4f63b9b44ad7a0acc862291c9d4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "07afaa6e7ee64a249a1b0a4174b0f7d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "07b0ff4dcb324be7b665f8885e33cda4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "07c980d3036a46ec8527ff865f644e31": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c0951929382d436f9e2c5e330ade84cc",
       "style": "IPY_MODEL_b8eb75f7b6ca412d816a56ea463bf0dd",
       "value": "Feature_increasing:"
      }
     },
     "07c9f2aeaddb469483e300bd119e36bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_34d0d8b269af44b383f3c5b4b097b78e",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_182133b7888e424d826661ae34f23cad"
      }
     },
     "07d712bad3144148b00a1c79276a3df8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "07de2c02bbf04c9d8e796220859a4730": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f76059ee19814061bc83d597adaae31e",
       "style": "IPY_MODEL_fd7109380ced4f979144954bd3dbc3b9",
       "value": "Feature_increasing:"
      }
     },
     "07e065345a94414281e71fad9bb4fd92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "07edc20a853b4697afe12a93746fa005": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_427cfc9af3804a16953bc0cddad3974d",
       "step": null,
       "style": "IPY_MODEL_eb3a11940d234ebe95addc3b2d966b21"
      }
     },
     "07fc446b5fb84103826fd90e7c3e0c4b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "080448b2a8ec4ca3b0a6799b0a29d8a0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5a178cba4efb4964bd27739265e5830a",
       "style": "IPY_MODEL_e1a828e998ea45139a505d5c95623508",
       "value": "Max_iterations:"
      }
     },
     "081eb7f8eaa447628e80faa44ac603f7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0844c90382ba4878b756a0fb5ae2f5fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_daf3d4c2361f4e698d6fc9a5477b0692"
       ],
       "layout": "IPY_MODEL_915b67f5813c4e699181725ebc37d2f5"
      }
     },
     "086cfe317235432ca139ae45a2ef5978": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "086dcbe6658d4a71a29ab973f46f1c31": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_428364d66bb4456f8361b9ca82c7c4eb",
       "style": "IPY_MODEL_b4969935b74f4eda873c9aaa20b2d2d5",
       "value": "<p>Task Type:</p>"
      }
     },
     "088d3c6e1131423cb9def7553e50e2ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5503d86815f64932b91f20f8af2bf3fb",
       "style": "IPY_MODEL_abcaf8d2fbc647148efbef1f65d21253",
       "value": "<p class='notification info'>No group selected</p>"
      }
     },
     "0891336324ca4581ab06671a988f47f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0891d89959c94388b3b4b462a63208a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "089d25216a5b40369f1c5fee01d1ebce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "08a5e09216934e7f8885c09be0339f93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "08bb24488e9b4f049146b69e5f8b225d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "08c1fd035cf54d8e867eb864ee5043e1": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_520767d58d2b4657aca996d5e499b27b",
       "outputs": [
        {
         "data": {
          "image/svg+xml": "<svg class=\"main-svg\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"900\" height=\"500\" style=\"\" viewBox=\"0 0 900 500\"><rect x=\"0\" y=\"0\" width=\"900\" height=\"500\" style=\"fill: rgb(255, 255, 255); fill-opacity: 1;\"/><defs id=\"defs-c57002\"><g class=\"clips\"><clipPath id=\"clipc57002xyplot\" class=\"plotclip\"><rect width=\"664\" height=\"320\"/></clipPath><clipPath class=\"axesclip\" id=\"clipc57002x\"><rect x=\"80\" y=\"0\" width=\"664\" height=\"500\"/></clipPath><clipPath class=\"axesclip\" id=\"clipc57002y\"><rect x=\"0\" y=\"100\" width=\"900\" height=\"320\"/></clipPath><clipPath class=\"axesclip\" id=\"clipc57002xy\"><rect x=\"80\" y=\"100\" width=\"664\" height=\"320\"/></clipPath></g><g class=\"gradients\"/><g class=\"patterns\"/></defs><g class=\"bglayer\"><rect class=\"bg\" x=\"80\" y=\"100\" width=\"664\" height=\"320\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/></g><g class=\"layer-below\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"cartesianlayer\"><g class=\"subplot xy\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"minor-gridlayer\"><g class=\"x\"/><g class=\"y\"/></g><g class=\"gridlayer\"><g class=\"x\"/><g class=\"y\"><path class=\"ygrid crisp\" transform=\"translate(0,350.78999999999996)\" d=\"M80,0h664\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,281.58000000000004)\" d=\"M80,0h664\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,212.38)\" d=\"M80,0h664\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,143.17000000000002)\" d=\"M80,0h664\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g></g><g class=\"zerolinelayer\"><path class=\"yzl zl crisp\" transform=\"translate(0,420)\" d=\"M80,0h664\" style=\"stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(80,100)\"><g class=\"barlayer mlayer\"><g class=\"trace bars\" style=\"opacity: 1;\"><g class=\"points\"><g class=\"point\"><path d=\"M33.2,320V16H298.8V320Z\" clip-path=\"url(#clipc57002xyplot)\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0px; fill: rgb(78, 121, 167); fill-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;\" transform=\"translate(165.8203125,31)\">2.196</text></g></g></g><g class=\"trace bars\" style=\"opacity: 1;\"><g class=\"points\"><g class=\"point\"><path d=\"M365.2,320V181.72H630.8V320Z\" clip-path=\"url(#clipc57002xyplot)\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0px; fill: rgb(242, 142, 45); fill-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;\" transform=\"translate(497.8203125,196.72)\">0.999</text></g></g></g></g><g class=\"scatterlayer mlayer\"><g class=\"trace scatter trace8709e0\" style=\"stroke-miterlimit: 2; opacity: 1;\"><g class=\"fills\" clip-path=\"url(#clipc57002xyplot)\"/><g class=\"errorbars\"/><g class=\"lines\"><path class=\"js-line\" d=\"M166,209.27L498,209.27\" clip-path=\"url(#clipc57002xyplot)\" style=\"vector-effect: non-scaling-stroke; fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 0.25px; opacity: 1;\"/></g><g class=\"points\" clip-path=\"url(#clipc57002xyplot)\"/><g class=\"text\" clip-path=\"url(#clipc57002xyplot)\"/></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><path class=\"ylines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><path class=\"xdivider crisp\" transform=\"translate(744,0)\" d=\"M0,421v32.5\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xdivider crisp\" transform=\"translate(412,0)\" d=\"M0,421v32.5\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xdivider crisp\" transform=\"translate(80,0)\" d=\"M0,421v32.5\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; stroke-width: 1px;\"/><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" transform=\"translate(246,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Minority</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" transform=\"translate(578,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Age >= 62</text></g><g class=\"xtick2\"><text text-anchor=\"middle\" x=\"0\" y=\"450\" transform=\"translate(246,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Race</text></g><g class=\"xtick2\"><text text-anchor=\"middle\" x=\"0\" y=\"450\" transform=\"translate(578,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Age</text></g></g><g class=\"yaxislayer-above\"><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" transform=\"translate(0,420)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">0.000  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,350.78999999999996)\">0.500  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,281.58000000000004)\">1.000  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,212.38)\">1.500  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,143.17000000000002)\">2.000  </text></g></g><g class=\"overaxes-above\"/></g></g><g class=\"polarlayer\"/><g class=\"smithlayer\"/><g class=\"ternarylayer\"/><g class=\"geolayer\"/><g class=\"funnelarealayer\"/><g class=\"pielayer\"/><g class=\"iciclelayer\"/><g class=\"treemaplayer\"/><g class=\"sunburstlayer\"/><g class=\"glimages\"/><defs id=\"topdefs-c57002\"><g class=\"clips\"/><clipPath id=\"legendc57002\"><rect width=\"131\" height=\"86\" x=\"0\" y=\"0\"/></clipPath></defs><g class=\"layer-above\"><g class=\"imagelayer\"/><g class=\"shapelayer\"><path data-index=\"0\" fill-rule=\"evenodd\" d=\"M80,309.2676741701555L744,309.2676741701555\" style=\"opacity: 1; stroke: rgb(0, 0, 0); stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-dasharray: 3px, 3px; stroke-width: 1.25px;\"/></g></g><g class=\"infolayer\"><g class=\"legend\" pointer-events=\"all\" transform=\"translate(757.28,100)\"><rect class=\"bg\" shape-rendering=\"crispEdges\" width=\"131\" height=\"86\" x=\"0\" y=\"0\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; fill: rgb(255, 255, 255); fill-opacity: 1; stroke-width: 0px;\"/><g class=\"scrollbox\" transform=\"\" clip-path=\"url(#legendc57002)\"><text class=\"legendtitletext\" text-anchor=\"start\" x=\"2\" y=\"18.2\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Legend</text><g class=\"groups\"><g class=\"traces\" transform=\"translate(0,32.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Race</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"/><g class=\"legendsymbols\"><g class=\"legendpoints\"><path class=\"legendundefined\" d=\"M6,6H-6V-6H6Z\" transform=\"translate(20,0)\" style=\"stroke-width: 0px; fill: rgb(78, 121, 167); fill-opacity: 1;\"/></g></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"125.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g><g class=\"traces\" transform=\"translate(0,51.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Age</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"/><g class=\"legendsymbols\"><g class=\"legendpoints\"><path class=\"legendundefined\" d=\"M6,6H-6V-6H6Z\" transform=\"translate(20,0)\" style=\"stroke-width: 0px; fill: rgb(242, 142, 45); fill-opacity: 1;\"/></g></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"125.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g><g class=\"traces\" transform=\"translate(0,70.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">AIR Threshold</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 0.25px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"125.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g></g><rect class=\"scrollbar\" rx=\"20\" ry=\"3\" width=\"0\" height=\"0\" x=\"0\" y=\"0\" style=\"fill: rgb(128, 139, 164); fill-opacity: 1;\"/></g><g class=\"g-gtitle\"><text class=\"gtitle\" x=\"45\" y=\"50\" text-anchor=\"start\" dy=\"0em\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 17px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Adverse Impact Ratio (AIR)</text></g><g class=\"g-xtitle\"><text class=\"xtitle\" x=\"412\" y=\"477.3\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Group</text></g><g class=\"g-ytitle\" transform=\"translate(3.1279296875,0)\"><text class=\"ytitle\" transform=\"rotate(-90,10.871875000000003,260)\" x=\"10.871875000000003\" y=\"260\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">AIR</text></g></g></svg>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"False\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th>Group Category</th>\n      <th>Group</th>\n      <th>Reference Group</th>\n      <th>Observations</th>\n      <th>Percent Missing</th>\n      <th>Total</th>\n      <th>Favorable</th>\n      <th>Percent Favorable</th>\n      <th>Percent Difference Favorable</th>\n      <th>AIR</th>\n      <th>P-Values</th>\n      <th>Practically Significant</th>\n      <th>Shortfall</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>17,175.9</td>\n      <td>4,162.8</td>\n      <td>24.24%</td>\n      <td>-13.20%</td>\n      <td>2.196</td>\n      <td>0.000</td>\n      <td>No</td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>46,064.1</td>\n      <td>5,083.2</td>\n      <td>11.04%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,417.0</td>\n      <td>4,591.0</td>\n      <td>14.61%</td>\n      <td>0.01%</td>\n      <td>0.999</td>\n      <td>0.967</td>\n      <td>No</td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,823.0</td>\n      <td>4,655.0</td>\n      <td>14.63%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "08ccc58c77bb49e3ac8f480f15aefe6b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4366d784138b4950bf679d7614ddebca",
        "IPY_MODEL_24e19eed36b948c8b1c82f2851938f9b"
       ],
       "layout": "IPY_MODEL_df57af832f804b2aae10ce45cd9c02cd"
      }
     },
     "08e28568006649d487cf89200d4fcb4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_7829ce52ef884e8f9005e26ed8660f57",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_69696489c4e24968975504bbb12680ec",
       "value": 256
      }
     },
     "08e4dc39e644400d995f2ddb055c2690": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_59b9f733faa446d48f89f128a2cfd935",
       "style": "IPY_MODEL_290256d08ac8497a9c9888b94c1307cc",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "08f6d310d0ec42c6811155e5df9bce63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_fdb35bc0d01f4ed180d166f8ba97f04e",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_f93df42c2b0b45a0861e5b138aef0c55",
       "value": 0.3
      }
     },
     "09109524c1f74bf7829c824cbe6e26ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "0915439854b749a18759817a9f2f4f81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_54c7ed68e8314eafbcd42405d9058f17",
        "IPY_MODEL_ca2d371d258349418c47a8176eaf4603"
       ],
       "layout": "IPY_MODEL_84ca2ba189ef4299904eb715c131ede7"
      }
     },
     "0918f31d519b4622a3e94f3020082fb1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5d0846b28ed44adbb57b2caeabcf7454",
       "style": "IPY_MODEL_eff0790f6d834d7093ea6df087b5084c",
       "value": "Reference:"
      }
     },
     "091f9bda28cc4558b11950a00a4e0776": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0921f4fa0bd247919b134b127e6550e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "0922dd302a574c3ba4f3940c9ea828a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_25427745e0bc4ccca768ad20841fbae8",
       "style": "IPY_MODEL_8b26b546a31a47e38bc80d05ad717678"
      }
     },
     "0930ff5c77b549ea8ea7e58016bf919f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden"
      }
     },
     "0932d28b69bb4301b249e8bc38342e1a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "09397d733d634a12bccb0336dffef474": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_9f06a62d3e2b49d3920afee36dce5ea6",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "dd79b97b058c4360a9c7e322701d7f5c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(ToggleButtons(options=('Group Setting', 'Metrics', 'Segmented Metrics', 'Thresholding', 'Featur…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "093ab7c185094624b71c968e8538770a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "093e59be2ded45759263e25f5d5b4463": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "094b130a5e644fab8565eb4e2f122765": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0951c1351a13426eac85a8e75ba57a9b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "095684b4b2124be4a77f73f680ab70c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "09580996c42e45449dea9d03650dbeaa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "09586d420acf432db6aed1d2d1bf82ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2cc70f88f56946d28d6f14144179ccaf",
       "style": "IPY_MODEL_f041bc226455452fb838e23d7dcaabdb",
       "value": "max_bin:"
      }
     },
     "095de74938444043a22340c1088a636b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "096132d235d94afd9ed58907f49bbf0d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "096c81d565a646b9b26ec8a225b19774": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1b869309e5b14ed7bb6340a05688cda7",
       "style": "IPY_MODEL_13cf63e64e264a5b8d07e3787d6ce049",
       "value": "<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Response Setting:</h4>"
      }
     },
     "096d461df71f4516b106ada164c7c460": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "097a003ad3644c53be1ec2486f925aac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "097eab3b7286457f8c7766636b3bb4fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "098d2037946a46a99a09a27ebb9e15d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0994066626c440969e8a768df6971b5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "09991c3ba27c4634b5545d89addb1bb0": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_0285a2082fbd4a1995423feda3ca63f4",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "532d7f8b5b554586881d29552c51b558",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 5px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "deb11cf266a5491db66f76e9c4c1e720",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "099d0d3b4ec1463283464cb3e4898a7d": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_f5b24103343648b285c6f6e4a4242986",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "9e19dbf480444a38866e5606fd7860ed",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Output(),), layout=Layout(align_items='stretch', width='55%')), Box(children=(Ou…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "09a3869fc94f4d11bc1f05e37804c6bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_28d9dfee89a948ff9cb06bcba32a524f"
       ],
       "layout": "IPY_MODEL_6980641920734ad28f9f3c9144955d6f"
      }
     },
     "09d21dd4383c40348cdc3992137c14ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_fa4003a53f1047ea9100572994207ac6",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_856e560699414e92b3c6deb6b77a66b6"
      }
     },
     "09df6910524346c6a37751dc43198a06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "09ef23bd124948c8b455d62136a524df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_546959795fca4f768804fcbbccfcd8d7",
       "style": "IPY_MODEL_de718a7aa8d54c5eb43e54ec9ce4f404",
       "value": "<h4 style='margin-top: 0px;'>Register Trained Model</h4>"
      }
     },
     "09fa37edcafa414d97a6f53f671210b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "09fb0b615d094865bae92ffa43e3688b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f2c3bdd978034303b3966f9df702a162",
       "style": "IPY_MODEL_8040ad1aa00f4fe09483effa987f844e",
       "value": "<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>"
      }
     },
     "09fd506d2b8f40199547c2e80fc2622f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "09fd9cd9ad044f8893db0f16ea7f8b91": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "layout": "IPY_MODEL_9bb4402e8ab84cf98954bf2b8b8d05bf"
      }
     },
     "09fdb7b07d534d6c82fdbd25caf6849f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0a120aff946e47cc91322e27acd58368": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0a134f282b2c4c0bbdb4a05a96393a69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0a1752ac7ddf4cdca5f9f49df5f41621": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around"
      }
     },
     "0a194e8b2efe4b4798585b3b42279612": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_38ff37aa259b4ba8aa22ba6d57ad198c",
       "style": "IPY_MODEL_546bcd428113498e8e339f7fcd648990",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "0a4e33d83e1a4a1fb76ab180b2728f70": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "XGB2"
       ],
       "description": "Model Name:",
       "index": 1,
       "layout": "IPY_MODEL_230908b203ba488b9292d7e06492f4ed",
       "style": "IPY_MODEL_0c40475d9f52408183f8d99f7da24828"
      }
     },
     "0a500b6221ff40eb93132b2dffb01070": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0a5493c0c2124fa5b7210faa67ee481f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_2697102340c945e29806c05bb9ac310e"
       ],
       "layout": "IPY_MODEL_b0129da473364b388ac32acfdc987db2"
      }
     },
     "0a5d54590a0c47d0b4b8a7119168f80c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0a645432bb1646a2a662ffe6c8ec3659": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0a6bf84b5e83457ea016530da691a658": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0a6dcd0186eb453e9ba49b4967b68ef5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0a74f2fa543e4a23b65f74f566a8834b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d0468d1a85fb4b8fa3c540773fc04ac9",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "0a778fbbc4794541aa2065c97c0616bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_1922f09d31024f09ab649ab1c9314d9b",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_d2b960bdd17546b09e7956ad0d8c8041",
       "value": 0.8
      }
     },
     "0a7df788001345dd813a13626ea54329": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0a7e1d06f5374382aeb2d76df045e498": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_5487b7fa3bdc4798a7e5f1b0a0c1bd47",
       "style": "IPY_MODEL_06327f2e50f34c56ae6d86643277049f"
      }
     },
     "0a8b4fdf83f1498aa5e1d57b13af5210": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ad36fef6e6e444aa9b4e5116ac7ba17c",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_c8cf26b0669945e3aae461cdf46c1a73",
       "value": 1000
      }
     },
     "0a8d51eb8faf410d92244ea119ce97b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0a8e23471cf3402d8546daf825d1bb7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0a93762e0531414daea6898a11bea8fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d6c39320d07f48e08762de0a66b25894",
        "IPY_MODEL_2765e733490f4609bb6d34462c448518",
        "IPY_MODEL_d7aa89507feb45d3b7787087bdfd60c7"
       ],
       "layout": "IPY_MODEL_d991cc3f99274b58ad7a52f353fc2b96"
      }
     },
     "0a95126f6a0e418ebbcf8ae3ec6c34e2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 10,
       "layout": "IPY_MODEL_c3735bd602d34e5799d8ee9585bef5cf",
       "style": "IPY_MODEL_2ef7d548e5d640d5918e83489792dd65"
      }
     },
     "0a979ddcbaeb497eb9b652b985fa46d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_22939f0c0e3646d49ae2719cc280c57b",
       "placeholder": "Input name",
       "style": "IPY_MODEL_7d971f47b88540c59e061ee3d4fa8fbf",
       "value": "FIGS"
      }
     },
     "0aae0d6563b34421b912257d6f38af06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b17b5b91b8fa4b85baeb515f19c859ea",
        "IPY_MODEL_24cad692117f47acad23c598fc6f8899"
       ],
       "layout": "IPY_MODEL_2007baf6d934498594716ab6d173d253"
      }
     },
     "0ab4acae32f443cfadcd1c09d3c58659": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c75b2aa828db4cc6aa8851ffc4edae42",
       "style": "IPY_MODEL_f68a7ba343db46ecb931a71bd5d0cf75",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "0ab4c0bde2e141ed8c80f0ad46585840": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1e17610955134a29b10c957031900622",
       "style": "IPY_MODEL_1272180534d44dc8b023bf3f99f2244a",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "0ab7a6eba7304400b21bacb1700c2d37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3aa07568b469423d92ca18e044487683"
       ],
       "layout": "IPY_MODEL_7f109a179a5443139906895059617acc"
      }
     },
     "0ac2b4ba8031404ebee64f52e9434783": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0acd4e399a1648358197d7fe5efc6ffb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0ad1c2cdc3f84e269b858647d7e9286f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5d9355af1512449e9d85cce6bb3e0083",
        "IPY_MODEL_0f6e4a4c3ab7419eb1b12e53916bacb6",
        "IPY_MODEL_c269ca6af82643d7bf7ba6b25dcdefba",
        "IPY_MODEL_586e5146e08b483a89f51a97a492c968",
        "IPY_MODEL_eda60380c4aa46869a56596ce00538f5",
        "IPY_MODEL_48c449483c9449ec8255b4c535b91137",
        "IPY_MODEL_d191a70367e84a26bf7f62df133b2a53",
        "IPY_MODEL_3bc10842b3e441c39a144ff5900d1145"
       ],
       "layout": "IPY_MODEL_a9a892abae3d4f71a43ce04733ef69e3"
      }
     },
     "0ad5ddb8e72a4edcb2361e8bd86826f2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "0adbf7c792ea49cf8cef0594f0f80c55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0ae1fcd866c541098504497d7c75a68f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "0aea7d7ab6b4436097810b16e90b2fe9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0af87ece563c432b85f8baadc1e41ec9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_37f090b8bcea41f8bc5a851051160898"
       ],
       "layout": "IPY_MODEL_e585fffd052c4d6dba82051fd247a73f"
      }
     },
     "0afff647b74140d3a321528fbc964102": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_b94efd6fa43f487aabf2b4918fbc803a",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_f3c1003c248c40f1934d3bd0c7f94f09",
       "value": 1000
      }
     },
     "0b054a14bc804ba588b062909c228218": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0b08a3219c4346a5aed3d71cf87bcc66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "0b11405b1e2e48ab859a6fbb6b5d618c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_281874ac39724561a81abf81157c40ed",
       "style": "IPY_MODEL_1da35aff90e6466b8c131e995fee84ca"
      }
     },
     "0b219746f7f34b8c962554bd34ca2b3a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0b2224ac871f411585e0f170be2b674c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "0b296680e63e467c8b7173db890c5d21": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b358dde2bae04906b81003eae9801c8a"
       ],
       "layout": "IPY_MODEL_0930ff5c77b549ea8ea7e58016bf919f"
      }
     },
     "0b296bafefff4cbda7b5c71a0f2fc1f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0b2d547007ca4b35b531ec95623b626a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0b33eee49fd54eeb8bdcfed6a4b0a2d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0b367630a1dc4ef59afe9ff7531e1482": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "0b3e22b9e7b34307aa6be334a16b9976": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0b5245032c3a4b7e906b738e9853f6d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0b7c05240ae94f939926a5c186872f28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1869895ac8fc4ff683a003a7345b9552",
       "style": "IPY_MODEL_6866153b2e884d4a8c879a5ff3db0847",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "0b8b33ccd660445e8be463a78de0f44a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3f12de982ae74960a52543e9e2f6a817",
       "style": "IPY_MODEL_91a767ea2e8f4540bc60a7c22f194e2a",
       "value": "<p>Sample Weight:</p>"
      }
     },
     "0b92b734bda246a79c668bae9d59833b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6375e226034b41c8b80f30a2c078e5ff",
       "style": "IPY_MODEL_ede4919abdd94fd188c5cf97e4480614",
       "value": 3
      }
     },
     "0b95fbc33f8643aaaf34357861d002d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0b97cdef84b44e96a5d1e81663e3c577": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "0b9857885b344d5c8bdb6fa9eda6a6e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0b9b4ccb0fb54f9d8023e317866ab89b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_96493349d70040a6a9bb42f3c07fb8ee",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 2 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "0baf4a718d174b35bcebc5fe232e1942": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0bb3e23ea9fb4c67b0903e78be9288e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0bbd0a5eeb484c7b880a74ef7b715d23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0bc57ca043bd406689f566add0426060": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0bc924a12329442096f8b6df18f8ef05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_c22738bdd85b40cbb9bfcbbf26e0a4a6",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_35dd83cf4c794aabb61d13bfcf06f390",
       "value": 0.6
      }
     },
     "0be7bb568bf04c99bf6b0eb7074f66d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0beaaac62029421fa59dc5539d0d5293": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "0befe628a2f34ace93b8dea9d92c46db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0bf6b5cb8b49472480ecab8f6db646e2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "DEL",
       "layout": "IPY_MODEL_12550b3a768a4f149ed8c056cad2df33",
       "style": "IPY_MODEL_655118182ea042838351edf0f9fc685f"
      }
     },
     "0bf6e5d455f544f699efc37f438881f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0bfebc5044ee47cab965e267645eeaae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0bfedda7033443219bdc4718c4580474": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0c14c012309548ab97c1df8b5c4a1e7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "0c17414fede14f1294af2d12c35eb13b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bccb58d701e8487eaf368187e868d1d5",
       "style": "IPY_MODEL_46ba6c6c85bd469fa8475a98b052bd6a",
       "value": "min_bin_size:"
      }
     },
     "0c17700da05d4a14bc693074575374c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsStyleModel",
      "state": {
       "button_width": "",
       "description_width": ""
      }
     },
     "0c17e1473ea2408b809eb0b797bc8f31": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5a3d6161867440df8faf68033d922af6"
       ],
       "layout": "IPY_MODEL_f361f7004dda435f8f88554744772883"
      }
     },
     "0c1b4a5ba20d4baf8a79befa1c2c8c63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0c35b3a017eb4fee84e29cff98b323b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_81df663230734a9d93ca7b6ccaa0db88",
        "IPY_MODEL_ae3b592d83894a5db47e28f9120fa414",
        "IPY_MODEL_e13d9ee9aad740beb8d9134d0436f069"
       ],
       "layout": "IPY_MODEL_35d5181d2d654491b1e0dc738e2611ee"
      }
     },
     "0c3c166f98924943b516ecea34383196": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "0c40475d9f52408183f8d99f7da24828": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0c4097e6558e49c9966b59bd461a7153": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "10px"
      }
     },
     "0c47241b7a7b452d9225ecb685ddaf4b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0c4bc8074344476bb018227e903a39ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0c5c315c2fbd47fcb0bd263f9b712065": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0c60d30ae4004db995b64730e08d38f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8a64b6f845964380b9542d7a3c3c8ca0",
       "style": "IPY_MODEL_6e393cdb85514587b066f7d50b73fbb4",
       "value": "gamma:"
      }
     },
     "0c679b3ad9f64614857fda4cb070fada": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0c6b5bb1e86441db90fbe824b4ef5352": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_03094dce431446f881ec597881289253"
       ],
       "layout": "IPY_MODEL_4ec95f93a50c444aa1d0ff00c0b76b49"
      }
     },
     "0c7ee864101341d598763570e79fde7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0c810c5698c148739d2c54669eae7d92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0caa6bf31892476dbf9915c2bb339474": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0cb178e02b524bfdb05231ebc5aeba6d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0cb332855f6b4018aa04f9594fbddfa3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0cb868d5b8d743d4bb016efc15fc65f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2574b33043404f0585580bedf6d9db9f",
       "style": "IPY_MODEL_93497be7582b43e28c9b1c7f500efa73",
       "value": "Favorable Threshold:"
      }
     },
     "0cb898dd21dc430bb37ed87845797813": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_9daca91fba9b47b7ad28c5106eefab63"
      }
     },
     "0cbb69f9f51b43c79465fed53366b155": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "0cbb7ee197e043c0886bd7fd080cf7a0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0cc8519ce56e492f9c0474111924f6fa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0cd890edbd0d4f07bc23b066fadf6a92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0befe628a2f34ace93b8dea9d92c46db",
       "style": "IPY_MODEL_ce8d3e40a77c4135aa41e5097578dce3",
       "value": "Prune_parameter:"
      }
     },
     "0ce53b5fbbc847388b1a4e19e9c12ac4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_71d4091d8c284285a8e5ecf4c7adf66a",
       "style": "IPY_MODEL_6aaadeaeb3a141bf948c181f2e1bdca9",
       "value": "<h4 style='margin-top: 5px;margin-bottom: 0px;'>Registered Model</h4>"
      }
     },
     "0ce74351310048478c6bf47e95069ffe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0cefcaec4c1f4f878407ccee69f0c44c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0cf3dae965104dc39f25efc1b873940d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0cfca63cf109444886173aeb99ac3855": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0d109977b949412b9b888152a44533b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0d1d7e71b25d47479ab4d91bf3122d71": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Type",
        "categorical",
        "numerical"
       ],
       "index": 0,
       "layout": "IPY_MODEL_b7a159c4e8a54bd99fbb6207655fdfd7",
       "style": "IPY_MODEL_343da7fbfae141e69af850a72e4c3d86"
      }
     },
     "0d348ab7cffd46e9b1997f4eccffd22d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_781356985482483ba0211f6881f64e2a",
       "style": "IPY_MODEL_594ee31c2e5f498b9586dc0a73f354d8",
       "value": " Early_stop_tol:"
      }
     },
     "0d377111669d458bb8735e18f3fc781e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_39366bae533242cb9d46faa07b087584"
       ],
       "layout": "IPY_MODEL_6675e5f2bca041f38452f3068af6e2c9"
      }
     },
     "0d38c810191f4abc978cd57227ed9e81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0d44ddeed5474793ad592429c3bfbc61": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "0d44f813a1894bd2923e3815f0aea192": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "0d52260dc7724cd2ad6bfd67eb430403": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7543ba9ae34f4729812f01f6cd2b268e",
        "IPY_MODEL_09fd9cd9ad044f8893db0f16ea7f8b91",
        "IPY_MODEL_fe1ec625d6544c36a7fe177da01b159c"
       ],
       "layout": "IPY_MODEL_a361ddf719c24e36b06041e576bc3b3a"
      }
     },
     "0d56e7a93b5c4d57b9a0aea188888037": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c2d924edd71747c88000dfd9f8da3d28",
        "IPY_MODEL_3f9b07b85c8547f087a72cfd1786d649"
       ],
       "layout": "IPY_MODEL_2b643fc8cc884407b029eb8b6df4a233"
      }
     },
     "0d63b912017344f4916fe01d489f1551": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ad50ec2e61c74991a82f34fb41622f94",
       "style": "IPY_MODEL_6c9be0e380d44a448c3fff953aaf63e1",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "0d82fc94d55f45099d95a4d0320d62d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_788fb6421a4e49c887a457c5d7563df5",
       "style": "IPY_MODEL_726ee69d85be47bfbbfed116a410aeb0",
       "value": "max_bin:"
      }
     },
     "0dbe97ceb15246dcb521400d2071aef8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0dca8a76068e4850937e7226e49bd7f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0de2360879ec45858ca62995044299b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0de76b0c5f3440419eb6fbf86d51a9a9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "0deb9209352d4958b318a0a2b844d91a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "0dfac79b050b4cfb97e37b7f0b3fa0f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_9b1625ed79d449d29eada48609539e6e"
      }
     },
     "0e10ea06c0e346e19a9539389e7d175f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0e17c2457d094a949d1684c1683dafca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_265b49d1375d4185a7588382a4197dc6"
       ],
       "layout": "IPY_MODEL_cc0e96ab1a2f49e0b0cc25231dd30f8b"
      }
     },
     "0e2219fed6bf4240ae30596449b0951a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7db3228130e641e4938dd3c0e951f2e8",
       "style": "IPY_MODEL_d99503eb67d24f0285010c97383aa656",
       "value": "Reference:"
      }
     },
     "0e346189b6a145e69f951ca2cca99996": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0e36ad57b99a46318f7bce407f9d8743": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0e4918e9630949c8bb678155bfee8851": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0e50b3a94e17458fb649f32ca5c6f78a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "0e560ec87cad40e88b1658c0b544a12a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0a8d51eb8faf410d92244ea119ce97b6",
       "style": "IPY_MODEL_22052baefbaf43328a62587a4891fc71",
       "value": "<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"/>"
      }
     },
     "0e5c265301c14144937b0c09ce743a5c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "55%"
      }
     },
     "0e72349fd880424e9eafb9fc672cecbd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0e762edc237843a8a219de5f4e9cb6ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0e771d34168e409e942731404e4610ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0e873181c4bf4b3ea79f4ccb49cb2695": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0e9b5b77846043f797d65207751f358b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_fbd529c95a7149dda0f3ff80c0f8bb28",
       "style": "IPY_MODEL_66463397c54341b791d9c24490a1f964"
      }
     },
     "0e9b8556e26b4ea4b1d9993d746e3d73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0eb227c333374e288b043c0bbd20b4f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e79adccfbb024dba9dbc5d7a14829956",
       "style": "IPY_MODEL_e8dbceb8a1b245afa2c467d96034fcab"
      }
     },
     "0eb69598ef2748009e7f37146cb3328c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_51ba3485c08e4bcf891992b5ae41c297",
        "IPY_MODEL_5528b16314594773a7b395129f1ec5b6",
        "IPY_MODEL_640c881b97cc4489b22c35dbdc17a81f",
        "IPY_MODEL_44d65810695845069e903ca0b3a5a7bb"
       ],
       "layout": "IPY_MODEL_64e24deca4074543b6f0e5cb9f70a7ca"
      }
     },
     "0ec6f35a67484c6093c045d8cdf41657": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0ecd84544cb14651be3f36a3b2543bf7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "0eecebdb21044cde8896a183adf81a87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_7bcb1e4ac22249d6b2da9affb03b0f1c",
       "placeholder": "Input name",
       "style": "IPY_MODEL_79dca70775c247e5b8e0308d97753df2",
       "value": "ReLU-DNN"
      }
     },
     "0eeed67dc8c04bc09768168a3bd17067": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c5e602de4e9b42c69212643967a18520"
       ],
       "layout": "IPY_MODEL_1c9a4d0c81c04123b5c06ea24efe47ed"
      }
     },
     "0ef8ce4738294fc8a1ba9ffe2b521211": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8c5f6f6f1ced4d86934a8e703d4da37d",
       "style": "IPY_MODEL_99af802e1c5d4063a10f3105fc6716d6",
       "value": "<h4 style='margin-top: 0px;'>Register Trained Model</h4>"
      }
     },
     "0efc0d315eb24ca69fa25bab7956f44d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "gini",
        "entropy",
        "log_loss"
       ],
       "index": 0,
       "layout": "IPY_MODEL_348333221fa747b1aa8a901c57d0a84c",
       "style": "IPY_MODEL_df4c9bfbfcba452e907bcc6d5dfe09d5"
      }
     },
     "0f03d8a4e89b41a3b9d045a450c26ee0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0f0f23981f8c46ad8fd9733caa2838f7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0f1cd303e3ab4b45a7350d7efc8e443d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3ce5c3869822434c85ee19fe32c6a6fe",
       "style": "IPY_MODEL_ab87a86633054f3eacdd480e31611b73",
       "value": "<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"/>"
      }
     },
     "0f3284620d754c80b67f0fa0e5db59b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_872c2677de974fb1a26610beac9cd31c"
       ],
       "layout": "IPY_MODEL_20ff1c86334e4e7997f1c0fd9d8773f9"
      }
     },
     "0f35e7d4646c4ae88a69d9244b8fe732": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_dee8b6bdd0514605a1ba5d2e5b1c9c96",
       "max": 10000,
       "style": "IPY_MODEL_06c0b1bb9cb54f81a3e8cbf5fa257273",
       "value": 256
      }
     },
     "0f3d1033358f4023ac4076ce7674e28f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0f4eedc3ad7b4c7abcb9a8adcc8fb448": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0f541e9f13d646a4b6034cf120add244": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0f5ed8cb71b7446fb5d6c82bf23f81eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0f630cf3c6dd4083a8540c1e1061e80b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0f665a1f88334ef791fb907a64f78de8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "0f6e4a4c3ab7419eb1b12e53916bacb6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_9d9176d2a56c4303a32b81cc1ad3e204",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_72a6956d18ff4d8ea3738db2e20460d1",
       "value": 1000
      }
     },
     "0f71a847060940179d0d82921c7f29b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "0f7d6bf5557548de92274f89e3519cae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_64320b4ad9e5423dba1cfa4f6e0c2211",
       "style": "IPY_MODEL_2b61d35b682747baa0061d9c2f1f0d27",
       "value": "Learning_rate:"
      }
     },
     "0f8d075f8e62419aa1a0f0c8ed1d03b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_a0af3e9e07d9406c909d2bb695188fa9",
       "style": "IPY_MODEL_3074c4536096491184ed12ddb327d5d6"
      }
     },
     "0f9aed9e9f504d28a62a4c9027475855": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "0fc0d5130a7f4619be324bf432a66fe5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9721b28b59624428a369f436a1f9ab3b",
       "style": "IPY_MODEL_3a79db1637c74cc78773a624fb336b19",
       "value": "<p class='notification info'>Model Training Done</p>"
      }
     },
     "0fd47e94e3c149c99dac79ec7eb2c637": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "0fe026ff9b5043ddb8ecc8e3b62a532a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_76fd25a19941493e8fa9c8cc0869461f",
       "style": "IPY_MODEL_dbd65f330f774780bba317435760a435",
       "value": "<div style='margin-top: 20px'></div>"
      }
     },
     "0fe4016d1e604a4ead25158f6d9f11e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "50%"
      }
     },
     "0fe5a2955926461ba9e0c30c721dfd9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_48313a9f43d4457e954b50abbf946d43",
       "style": "IPY_MODEL_e8fb7aa8d02d44468759ce24188e2a02",
       "value": "Prune_parameter:"
      }
     },
     "0ff47a9b3b2d4df498f568fb47ce185e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "0ffd1f3e7e654e93ba9230b83ab8c692": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "100dc8d4886c4eaab186890b0e2bf511": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_9a2c40155e9e43409f4f92edc3864471",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "44be19de00f0419caebcfd474f348780",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Text(value='', layout=Layout(width='auto'), placeholder='Category Name', style=D…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "1016f8feb6b3470ba107a737dcc6890d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1023c262d4ab412eb7783cb07a22eee1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1054d9f65dd34be99a732a6a98ad8f11": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_abd86a8417b54cbfa3c64544d7ed233a",
       "style": "IPY_MODEL_6a830f1512f2418fa0c68a86040abb43",
       "value": "Max_epochs:"
      }
     },
     "1055669e78b346938f9ed384148f151c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4333dc30d24f4488a92821fffae0f28a",
       "style": "IPY_MODEL_d07d49c9bcbf4199918342bb92eb9404",
       "value": "<p>Task Type:</p>"
      }
     },
     "105a5945d1da4aa5a9de460224fb5853": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ed6c07f79b8f43ef8625843eafa67072",
        "IPY_MODEL_d7e9d4bce308491d847f096cea0f9c08",
        "IPY_MODEL_302d66617e10419b9531323cd89b9169",
        "IPY_MODEL_1e0b3b1e346f439ab60511365133ad57"
       ],
       "layout": "IPY_MODEL_20d4a2dd8ad8407797bdbd9985868351"
      }
     },
     "106f78fb25da4795b3ac96b156bf608f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "10756ad49e4343fd9d39870a7f9a6676": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "10811a4bad544926bb5e45261b975bab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "108761ae1087407e9ff54f087e7908d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1093c7fc485b4d7fa1cb01f8bc2d66a2": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b226f7c8676d4cf0b874ff9175bfea2a",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "830a552c6d514b29a8a96d085af8d95e",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Text(value='', layout=Layout(width='auto'), placeholder='Category Name', style=D…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "10ae154f349143cbb5d64836faaf21f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "10b76fc3c53d4ea18ad57141ef459edd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e3f2c62b714b4bb6ab6376a0dd4bc3c2",
       "style": "IPY_MODEL_50fdf6f1b75f409683993463a0451678",
       "value": "<p>Target Variable:</p>"
      }
     },
     "10b922bb8b4143bda85ea91ea5a438c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "10bd1b8035294742a034da4b64c0da4c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "10d4bf4618b64c2797ac4c661e3cb0fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "10e85f832cbb485695b875336a7ab999": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "10f38baeed244933bcb3dbb4df4167bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "1109f48c9a4e4d64a17658f9a8caf330": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_02909e1e43b5419ca29ebf0c5b5d1c7a",
        "IPY_MODEL_690c5282f2cb4bd0ae48a0e20ea8dffa",
        "IPY_MODEL_8305537909264bdf86fc391570c27816"
       ],
       "layout": "IPY_MODEL_3cf85c1757d44ef4b602d14536934c3b"
      }
     },
     "11115dccd909498290e6d38bd1a2ef5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "1117320e3a094f05834c5da5584ef3b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1310ca13e34a441ab50d505a9e8c1aaa",
       "style": "IPY_MODEL_5102366ffea142a98ca34e9b47740881",
       "value": "n_interactions:"
      }
     },
     "11193752e5e941df959b2ceb57d5e4bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "111a32db23e54f66a0c1c0f273d33d9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1122417aa12f4705a88890454c5cd548": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "112a029668fe424bb9cb6849e89ffd43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1133255ed8dc49ef9596ea9381836e84": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "1137b06a086143f5896e90a9bc7f9c6f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_3121a89f248445709c3bbb2f8378cfb2",
       "max": 1000,
       "min": 1,
       "style": "IPY_MODEL_8361d5a7af574d82bd3536665dd309bb",
       "value": 20
      }
     },
     "1152d02139064a749e794bdf7cd03e4f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "11542958454a429ebbd590b5911a161d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d62a5c0db5e64c73babe7a60f9f09dad",
       "style": "IPY_MODEL_1318254b5c8f4fb491b90fbc4db1d55f",
       "value": "<p>Random Seed:</p>"
      }
     },
     "115bdc0cdb304225831678db4aa96345": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1184018b716a42978592171fdee11a65": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "5px"
      }
     },
     "119fad427692461c94b67e699ddc9fe6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "11be2908609248fd8decafdbba2ef0ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "11ca4e4c9aca42ec8843c7d48fd3e367": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "11cff5ca860043e087d6f646c5bc2c96": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "11d34d340824414695266ada3813e90d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "11d8e9aa8d8e44d7a12ae56392791197": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "11dcfd35b7ae4bf9a20a566c21b4a605": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_61f433bee68244eba88e1855afd2f7b1",
        "IPY_MODEL_2f268f7b361541949cc55d1c7c12eeb3",
        "IPY_MODEL_85a48d1a01ec4eefae51b6c84dc00c95"
       ],
       "layout": "IPY_MODEL_c2a96191202f4c25a670acfb45c7e9c4"
      }
     },
     "11e21ea609cb43d0934d5c988c7787cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "11e62cbf794d4914a25c29804ea692d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9faf9d7355b04129a663e49ffc2268a6",
        "IPY_MODEL_71b7f66d4dc042d08e416973b5856b05"
       ],
       "layout": "IPY_MODEL_ab5192d294e7478ba9a3637f2be3006d"
      }
     },
     "11ecb71fd14347b5a2e23090dc6046ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b49faf9d82aa4d6a9d0cfa6d5ec400e3",
        "IPY_MODEL_3b89d82fc1454ccf92bca52455b5e5c5"
       ],
       "layout": "IPY_MODEL_a47b4f5685f749dfa845b02768e2346d"
      }
     },
     "11fbd4be59cd49559f76db827018e8a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_63c7842855c14e97bf16b26aece97fdc",
       "style": "IPY_MODEL_994fcf6768484f9d9875f9dbac3193f5",
       "value": "n_interactions:"
      }
     },
     "120249bf79a94ec2bf5b9592e3835881": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "120c8cb73ff043e2bcba967ed94d2c29": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "121695a24d374d1a8f225092a59b46ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "122f8c1d193741a99b86984126e4393f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "124fc79d9aac442bb1cbbe12ef525499": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62",
        "By Weights"
       ],
       "index": 11,
       "layout": "IPY_MODEL_420dd51ed2d0420aa5aa9608b3343b71",
       "style": "IPY_MODEL_2a3c4526fcd04e278768554e21a55e12"
      }
     },
     "125174d25a9e424ca52b6bac08e977aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "12550b3a768a4f149ed8c056cad2df33": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "1262c1d6e28d44508419d1ef17002829": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "1263c56bcecf4be5bc9f7fe22d4b40ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "12655cad869f4ab78840725ff070287f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_02ad189204e8447bb875da7f074782cd",
       "max": 10000,
       "style": "IPY_MODEL_c6e0c8990977440fa90f8c9f1f7ffd54"
      }
     },
     "1269b1a3b5d143a4a28439f44061d217": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9eb30247b39d439f9401a3afeb6fa194",
       "style": "IPY_MODEL_6f87fd2c82064b1eab44651f9f8fde9d",
       "value": "<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"/>"
      }
     },
     "1272180534d44dc8b023bf3f99f2244a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1282527ef1204a199799256e02e35204": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "128ae332a1de46429b8b17b4029d424d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "12b03aea4fe14d3a935325578d7e0db6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "12b2163b0ee6433d9c036788f9ebd997": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "12b57895f7d44d30871356190bed42a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "12d53c630cad499383b13a63fc9e7f61": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0a95126f6a0e418ebbcf8ae3ec6c34e2"
       ],
       "layout": "IPY_MODEL_bf9a3e618802446d84456d135364d406"
      }
     },
     "12d6d70e2caa41bd847a2927a3fc8819": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "12dd4628e18341929e44368434d9c4b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "12dfd09339424ba4bfdd5c693cc9da0e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1310ca13e34a441ab50d505a9e8c1aaa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1318254b5c8f4fb491b90fbc4db1d55f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "131b252711df488fa648365fbcf31f4d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "131f63622b8146cfb131b2d9c0672b2a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1342776f2c504a8f80793cdc43cadb59": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "13452f0944aa42628857ad282e7a5ab9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "134b267d447744aabacd7e0207d583ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ef8607d48ac845d4b7df71d5cda738a7",
        "IPY_MODEL_ac8880a7104840a29b71109fa54a02ea",
        "IPY_MODEL_9f0a548b64d149dca2a961e45308aae6",
        "IPY_MODEL_ff78717b4529422885237cb6c37454bb"
       ],
       "layout": "IPY_MODEL_9eb95e34f8414144a391bb0cbf0166e4"
      }
     },
     "1353e5506915449a8fec29c6fd27221c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "fix-config-from-overflow"
       ],
       "children": [
        "IPY_MODEL_b38bf9a9659e4417a49343144b6b19c4"
       ],
       "layout": "IPY_MODEL_27239804231c4d7ea30d350b8c80fcaf"
      }
     },
     "136556ba2f9d4d0887fc4e97663e61c3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "13857316c09849c98a71d88304aafb52": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_6e1f4f6e5add4a249eb0181ab4b95871",
       "placeholder": "Input name",
       "style": "IPY_MODEL_8314f7925f0049dfaacc9241b3ade23b",
       "value": "XGB2"
      }
     },
     "1387d33bdad744f08ea622eaa6081c15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_5e4c75a5ea004880a8f47e06b5b125b0",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_f737ed9c9cee4aa2bfa9559aec1d2132",
       "value": 100
      }
     },
     "138dfd21a00b4814abae2974b5b99a0f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "138eb2ed33454e3b92a52a6a80204efe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "13976d69d0254fa6b90628fcc5e57134": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e25368a945a14e56a65bcc5cc66d8abb",
       "style": "IPY_MODEL_e29e78d2b76f4dc380c5a368fbac29c9",
       "value": "Threshold:"
      }
     },
     "139ef49fa26b4ea38700ca3fabcd5d1d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "13ad267dd2f646d0a8921c60478304e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_3e1f15246afe48bea8aecebd0322fae0",
       "placeholder": "Input name",
       "style": "IPY_MODEL_abf447c20252466c9f17a298c7e6d9de",
       "value": "XGB1"
      }
     },
     "13cc0cac87574916a508626c0f6e68dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "13cf63e64e264a5b8d07e3787d6ce049": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "13d091c04ccd4c9dad048a21fe684c1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0f9aed9e9f504d28a62a4c9027475855",
       "style": "IPY_MODEL_599d52b9677742a28bbdfafb8f8c4b85",
       "value": "<h4 style='margin-top: 0px;margin-bottom: 0px;'>Leaderboard</h4>"
      }
     },
     "13d32a58649049328948ee1d7ad7817e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "13e9b10c2e034dce80a157bb41a6685b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "13ea6db9722e4f24ac067dd2a31537f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_ff07b996b20e45c5ad12e15880f3e7a3",
       "placeholder": "Input name",
       "style": "IPY_MODEL_6d12ca1bf54e41adbfa8f479c2ff2731",
       "value": "GLM"
      }
     },
     "13f01b1d1fb14ff7a3362a67818ac5ff": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_c87ab7554652437fba38a69f700561ad"
      }
     },
     "13f5ad90073f427a996768f4bc25b4eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "140123ee98584eed8375f8a0244f9a3d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "140957278de948fc903ad141dc2f096c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_e4f395c5f8614fa092ad9b94e926e9bd",
       "placeholder": "Category Name",
       "style": "IPY_MODEL_35a736e234884860b5275723e0d4a7f3",
       "value": "Age"
      }
     },
     "1430c3e77046491d931ed68cc50f061c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_de7f27dd2cd34c52be29a7b67441f498"
      }
     },
     "144f7dc8434d4f018da463fa133bc392": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8392c245a090468ebfc1e3d981ff16d2",
       "style": "IPY_MODEL_106f78fb25da4795b3ac96b156bf608f",
       "value": " Early_stop_tol:"
      }
     },
     "1454df76d98f4917a1b81fc41bb7599f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a4b7ac4683e746cfa3c4cbbf5eb4493e",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "088d3c6e1131423cb9def7553e50e2ee",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>No group selected</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "14586db757ca43a884a5a16a13e5bafd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_64822a6e00a74faa9141a16fcd55b6bc",
        "IPY_MODEL_708ce85179cd48b78b9763e09d06f33e"
       ],
       "layout": "IPY_MODEL_7f85172308d54f939e124388c9c08da1"
      }
     },
     "145bc69774cf4b5ea7aff5835e2a9418": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "1470a99e85514c3b937fcc3113e29875": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "148649841aa24adfa1d5e5ef7bf0f34e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_7063f88823a94c3188831c35ddc9a843"
      }
     },
     "1487cf85faf440439023ffd6016fdbce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1488fd27dcae4ec78cc5396e1f119215": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "14a98b6be170472a99d591ba0d9c96b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "14ae65600dee44e58abdf9a4acc2d1a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ca0a3467069a48cd8d4d771515b8899a",
        "IPY_MODEL_5d86a32ac42c49bcadf504988c608514"
       ],
       "layout": "IPY_MODEL_b808ae0617ed40648a3069259601b832"
      }
     },
     "14bb3a9ce6b8434ea73df7b5b8ca7237": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "14bbe74a85bf44e882fd5e6de79e9435": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c326a2aab3ea45c2b1c5e78bb28cf73e",
       "style": "IPY_MODEL_3346a53245b14232833451c8ce17befb",
       "value": "reg_lambda:"
      }
     },
     "14c20b6d42224634853c1c383a65f147": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "14e0c477696a405f853298d0dbf74eba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_a76299f40d3344b5884c05c684fee997",
        "IPY_MODEL_1e6a8b49deed4c83ba5aeb3b61aaa7f9",
        "IPY_MODEL_dccd8b0d59854846b8078644a1e46582"
       ],
       "layout": "IPY_MODEL_226190b96cea4d388eb7b143745f8be1"
      }
     },
     "14f25e4f2b574bff898230d3e6544439": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "14f3d914f7c548e99327f695f818568f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "14fdb73c20c34a32ad4f88e44cf5d39a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "14fded9a3ebf4130976a0e05c7a48b6c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1501e70dc92a45639999e8ce187af014": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0.0",
        "1.0"
       ],
       "index": 0,
       "layout": "IPY_MODEL_202bba1081a146e3a5ce76de6271cd44",
       "style": "IPY_MODEL_6807e220d2da4f84b8a338157958b7d2"
      }
     },
     "150c10ffa33a4d4ebdb2d11b3e360e5f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1519abf4177548628d437a48339ce175": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "FIGS",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_cbddba4c1a2a46f4ae3c1db7c77fc93d",
       "style": "IPY_MODEL_a147478d145e46a58be38731bdbaf8c5",
       "value": false
      }
     },
     "152451afaff2492cbb4065b32a53ec9f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "152e5f967a784a019e2cf2ee55a59466": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "15334a24c916439a818db9a306e264d4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8eb8cefa4e614630ba4c66c07ab869d8",
       "outputs": [
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Group Category</th>\n      <th>Reference Group</th>\n      <th>Protected Group</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Race</td>\n      <td>Majority</td>\n      <td>Minority</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td>Age &gt;= 62</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "  Group Category Reference Group Protected Group\n0           Race        Majority        Minority\n1            Age        Age < 62       Age >= 62"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "153f35dc06034981af5ff689e16e95b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1542cdd3815c4281a15eea06079236aa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_bcaae6f54d3f42898121d6b0904313d1",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_d6e9010888a44517a067257917a800db",
       "value": "[20,20]"
      }
     },
     "1548638c94254f34a4f483fd8ea23a2a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "154ee8450eca48a3a9509c4c591b6978": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "15514d5598354952bdc8aee5d068edcd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "155533473a10446e83233b67eac4567d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1558e2b6069447158910569dc6fe2e26": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dee31b967c06499381201c565a4d7930",
       "style": "IPY_MODEL_97cc2a0da5b24ac082df2783598bfa31",
       "value": "<div class='divider'></div>"
      }
     },
     "1577722aa84941d9949e39876a8e349c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_014e267eee41425286da4796d71d2f15",
        "IPY_MODEL_7afa5328bc254bd485f074ae71b27701",
        "IPY_MODEL_cf20578fcdea4908a50887758cda8503",
        "IPY_MODEL_1e84110767bf440b8d90e1b97cbd7748"
       ],
       "layout": "IPY_MODEL_1dcaf4483acb4eccbe5203a87e25a183"
      }
     },
     "157a5c6d104a429e91e5dfdd98c44c63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "157d27aca48e4dfda30c5952c0932b99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7dd9045309484776bfa9b1a25f564e88",
       "style": "IPY_MODEL_cf0b6c4634e1450dba8c493a70d0ae97",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "157d8e3509bc4ef8860a5cbd721a885b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "157e7fbb9de34734ae5866b1ef1a6aa9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "157eab5450be4c17a48bb4e208bae26a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1589b7f9cd4e47a7a39eb89043f18f61": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_272be05f39b34f79bcf9b0099c4dee8f"
       ],
       "layout": "IPY_MODEL_789fab59c49945f4b206234f376c3dc8"
      }
     },
     "159efd05a8ff4f0b9c661fff67df38a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1ecdfc0440b643698f4b1caa3db79b32",
       "style": "IPY_MODEL_f733e85820b7474fbaa69b0ab51a2078",
       "value": "Subnet2_size:"
      }
     },
     "15ad05d17d20432b84a771b68495a368": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "15af1a6ce6ba47f2b07dbd4153299ade": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "15b012fa1d634f5f9d4732a963ea66f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "15b686dfffa842a7956f0f70ca836840": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "15bcd752897144e4bdf19434178d7a74": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f155feb326c442ee81eda121d5bf85b7"
       ],
       "layout": "IPY_MODEL_b87579aeac374ccfb013828d9ffc1c4f"
      }
     },
     "15ccd271f8444b57a5030aea6c13501b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "15d0ef6bda7b48a380e1144e3300226c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "15d5f18707e2451194a482a25fb78347": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR"
       ],
       "index": 0,
       "layout": "IPY_MODEL_484e11ad0d234f7bb520b2f460a0b634",
       "style": "IPY_MODEL_7319d3a54f044aa0a3bfda0c2aaaeb4d"
      }
     },
     "15d9b25254044f5e8476d4abe8845a3e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "15e3f6f6302d4e008a6ab3c58e091fd9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_facfb73d06a6406db265f8e4dfff79f4",
       "step": null,
       "style": "IPY_MODEL_23c9a02ad7e549f29925a2532080ae4d"
      }
     },
     "15e942ac09964ba6b9df84c9c3fd98f2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_5f1d77e8119d4c7c8db65c063d916110",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_c3755e317896415bb54d8198d7820a24",
       "value": "[20,]"
      }
     },
     "15e9c4dd37a7417db9476a3feefae196": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "15ed474493244f8a907e8aac21cf6515": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "15eeb40cd91c4fa491df44db9b33be22": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_8309b2e03de7409da5fd8d62a72580d8",
       "style": "IPY_MODEL_4a4a7e2fdd6b4fc4b5eb6d186ce7fbc1"
      }
     },
     "15eef989b3c341439aabe61313b892ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_92cf4dc5cbd5457da1b6543ac12bc5c2",
        "IPY_MODEL_7269b61441044103b1917482b9af9a83"
       ],
       "layout": "IPY_MODEL_6d3f4b044f5b45aab5bc19f845318ac9"
      }
     },
     "15ef8620a5c647fa94d96f2f5d5a28ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "15f81083b0b442f7bc03f72ed2506148": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "1601e2d25a404d1eb40e16a7c444809d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c6a1adbd9fd94865bc291de674875aa8",
       "style": "IPY_MODEL_7936c4f3c61144098c57044d655b2ba7",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.0105</td><td class='ptd'>1.0055</td><td class='ptd'>-4.1115</td><td class='ptd'>-0.6876</td><td class='ptd'>-0.016</td><td class='ptd'>0.6619</td><td class='ptd'>3.7235</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.0038</td><td class='ptd'>0.9987</td><td class='ptd'>-4.4414</td><td class='ptd'>-0.6617</td><td class='ptd'>0.01</td><td class='ptd'>0.6781</td><td class='ptd'>4.5475</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.0271</td><td class='ptd'>0.9966</td><td class='ptd'>-4.0406</td><td class='ptd'>-0.6994</td><td class='ptd'>-0.0264</td><td class='ptd'>0.6424</td><td class='ptd'>4.3087</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.008</td><td class='ptd'>0.995</td><td class='ptd'>-4.4915</td><td class='ptd'>-0.6591</td><td class='ptd'>0.0048</td><td class='ptd'>0.68</td><td class='ptd'>3.864</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001</td><td class='ptd'>0.9876</td><td class='ptd'>-3.9901</td><td class='ptd'>-0.664</td><td class='ptd'>0.0007</td><td class='ptd'>0.6597</td><td class='ptd'>4.0931</td></tr><tr class='ptr'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.2716</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.0569</td><td class='ptd'>0.1701</td><td class='ptd'>0.419</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.7284</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.581</td><td class='ptd'>0.8299</td><td class='ptd'>0.9431</td><td class='ptd'>1.0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "160e2de783c1443ca58fc239717b77c2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "140px"
      }
     },
     "161195ffe884461596ae4d038d2e5bf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4b444a2401e340ec820371249060f1ab",
        "IPY_MODEL_8f723910a3e541a983680af065a4ee89",
        "IPY_MODEL_3345b5f4f8ec42608128ae8c6b0f5b8b",
        "IPY_MODEL_434fa13a2cd348d5bb464814f9133b2c",
        "IPY_MODEL_66be88b08a044bd8816c10ffe012c288"
       ],
       "layout": "IPY_MODEL_91f5916421614f4e8e5d4ec9e2bec794"
      }
     },
     "16260f0bab114d878696b137feff5ac6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "164093825f154edb9d3fdc8a12e49f7b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a9603f948f9c4ad38c63b39e6f801501",
       "style": "IPY_MODEL_195e47be54694ca89e55e60239628af2",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "16529b3104ae49dca0f40ec0a64159ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_def8f18d43cd48de89c7c5e7dc8589b8"
       ],
       "layout": "IPY_MODEL_4268b27af28c4966a3057b2f29efe53d"
      }
     },
     "165bce8a8fd04827aa2ee4b88cbf7f2b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_81d9939f0aca429d939ed7ffc561277e",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "695f8b92756b427e9b0b5dc6d6b40043",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "167d4ef90df9478b970c9350a8f2b1ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4f392a70985e41a4aee878dceb41d6a7",
       "style": "IPY_MODEL_fdcb745600e9492483419ecf556fb078",
       "value": "<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>"
      }
     },
     "169b2b2b5fa9411bbbdc0c4f5392eb50": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "169c144f02be48f3b493d7a55f06ff66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "16acb8f2fa2040289da05688e4d9b801": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a4b7c433a27249eb89b9925cffb40a9e",
        "IPY_MODEL_8a8544f4c2014eeb8a601e9b558437ba"
       ],
       "layout": "IPY_MODEL_d0d347f9fd7942e09eb89d4bbd0b8e37"
      }
     },
     "16bf49a6944a40d78ce0b905c9e271fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e1ecbbe9dbbb45c5b74eb69c1b866d79",
       "style": "IPY_MODEL_ef7455afb0224513a3675a297c3362be",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "16c66375283f452ab5d1f6a8e48d317d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_598a0441ec924b32a0e77b4f44eebb84",
       "step": null,
       "style": "IPY_MODEL_64b08601b6a148e7a971878185b5a7c1"
      }
     },
     "16c7bfb0d1524527b00df7d4c36c0101": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "16d3fc7fcd87403b988390e8c2ed64fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e4104ca803194203b4499c1221734dad",
       "style": "IPY_MODEL_ed32b6778c7b455d80970a218b82eb53",
       "value": "Learning_rates:"
      }
     },
     "16d759c4266e4c78bf805d0abe8a8009": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_43276158eabc4167afd7d568f8da222a",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_4bc26b47de3b4e9587930e5c8dd2dc9c"
      }
     },
     "16e0f6758e3f4d6f8727073364f1e451": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "16e3b7fcd6c749489abb430f5b9089b3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_92ad8687553d460fa21969dfba5f4c79",
        "IPY_MODEL_36b29bc79b4844d59003e8de9df71606",
        "IPY_MODEL_91662000a6ba48c8a39b0fbaba8c504d"
       ],
       "layout": "IPY_MODEL_1122417aa12f4705a88890454c5cd548"
      }
     },
     "16e3f2a04c144f9f9e9dda90524ded1f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "16f3c31cc02c49f8933913396ec0fdb6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "16ff5b9aab2b465aa464ce442925b710": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8123211401024a9190dd3f4c7c85c227",
        "IPY_MODEL_fc19fb04019a4801bb40f414f9e9b2a4"
       ],
       "layout": "IPY_MODEL_0d44f813a1894bd2923e3815f0aea192"
      }
     },
     "171ebb193e3e4c4985563ee08419684d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "171fde4245364bc693abfb02eaacc707": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1730dd69993c409783df4ff614e709ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "17498a0484004469ae10c4cc1a4376b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "174a1904b7d648b09d5875d8e566630f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "174c15ec1c0644b4a40d27ea92a9ced7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "17559b7ac98f4e1e8cf85f4dbeea4757": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7111828526e1403e8a65075666fd8eae",
       "style": "IPY_MODEL_63b688a7a4964258b3e09596760deeed",
       "value": "Inner_bags:"
      }
     },
     "175f009fb3da409c88e55dad285bdb57": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "175f0321bf904e6ea874e019ffc2f447": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9be3f232817f4afc93ea9e8274cb73ff",
       "style": "IPY_MODEL_a7332ce9d3d945378c75e9ae16d44b4c",
       "value": "Exclude Attribute:"
      }
     },
     "175f6c020671461bbaa9a68b3ad1420a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "17667c9f5ce84330a23cdded430fdebf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "17705f93df774335873e0e16d89d6763": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1779bac5c0e24e26b7a2010fa527131d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "177f5e901a88497c81b7994a8cad4f18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1501e70dc92a45639999e8ce187af014"
       ],
       "layout": "IPY_MODEL_eab2aa22d205417c85e8cf694048c0d7"
      }
     },
     "17818a17a78d44e0a7574c7851b3eca2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_a8f56d6004e4454080639f84a5b21ccf",
       "max": 1,
       "step": 0.01,
       "style": "IPY_MODEL_c7ea0c11ac404ef49a9a75ffb913d9e6",
       "value": 0.2
      }
     },
     "1785f197bdca46b8824e2b322d488541": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8f9d99fc6a3f4aaa93ee81dd8974bcc1",
       "style": "IPY_MODEL_23b8070b63e24cbe93095a2f8f479ac4",
       "value": "<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"/>"
      }
     },
     "17917e786dfc4bb5a9a498a00d8052d9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_661e99d2ed5643f0a0cb39957defa1bd",
        "IPY_MODEL_ebef3e7bb3404c09a40bc6e597fbae04"
       ],
       "layout": "IPY_MODEL_10e85f832cbb485695b875336a7ab999"
      }
     },
     "17a7222b091543a6a5d5e54d5a714601": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "17a7746d690d4c06b1f369570ad23bc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cc062f38e5724f78b26a2c2925e3dd3d",
       "style": "IPY_MODEL_e60ef36dd774401783580410c50f2b37",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "17b93fa4d028411dbb4c03e5c3f934cf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "17bb0cb859414b1a8392745cd9f07c50": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "17cf9c0e0f5e4c849fffc5dfffac9a4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "17cfdb644f3947a19128f76125f7c65c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "17d02400fa2b40338b5312aafd4b4ede": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5411be4a793b478298de53abc1eba368"
       ],
       "layout": "IPY_MODEL_f3c9cab6db584a9284766979a96c247b"
      }
     },
     "17d2adcaeab548e5aa7769696b7c5d3b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "17d31f3de1494290a5971b066608ae59": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5c4d5afea9ad4a2db8a75b0522d0ad9c",
       "style": "IPY_MODEL_d98aa9f442b44e1a8cb0d21e0d76f10a",
       "value": "Protected Weight:"
      }
     },
     "17dbb4dcee81468bba49102632f78bcc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_df3b3f251f3e42e995c763d578b632af",
       "style": "IPY_MODEL_f387e176caaf4614af6abaf84a2e1bc9",
       "value": "Delete Group:"
      }
     },
     "17ebd87880d94e9c8a370fab1427d890": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "17f1bf55de6f4cc48d7b2216202a9edf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "17f3e9ebe19b42e58481c3030addb804": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1818ac8345114676b6c7e63d19a0f97f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5ad2bb568b2949d48423286f9e55e055",
        "IPY_MODEL_26b7a663a7d84f83ad1fd2621cfdc9c4"
       ],
       "layout": "IPY_MODEL_958bc240bc7444d99d1367ba9ac41c46"
      }
     },
     "182133b7888e424d826661ae34f23cad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "182f6f5680cf442ba7a994fed2cd4c32": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "183ca8d6c5a04708b20c1a172fdb0d30": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "184134ebf9aa41fa81ebea929e495f5b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "185043375a89433baa9d6b032c0a206c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "185b7ea3d0874175b0c6c875708beaf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "disabled": true,
       "layout": "IPY_MODEL_c4f0c82c83284ed68e8b5435890168e3",
       "style": "IPY_MODEL_baba168920964270a6c0897ee11bacfc",
       "value": 5
      }
     },
     "18647c5df8ee416c9a1ebce5278b8219": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1869895ac8fc4ff683a003a7345b9552": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "18764d9dfa9a4b8eb1081527887c7f68": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ce1d2d11103b453f9e2a3c12fea76441",
       "style": "IPY_MODEL_99ec46a3a8b147d7a0930486039869e7",
       "value": "<div class='divider'></div>"
      }
     },
     "187d9e6da47f41edac12d5002d57fa61": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "187ef72dea3d4dc68ad2172eb2057b17": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "188e2c0455404d8cbc896e7286331bee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_498ba6697b0c41a5a1eff70a599ddc25",
       "style": "IPY_MODEL_055dbaad72a7485d8ff28ec45ab32c28",
       "value": "<p class=\"notification info\">Excluded attribute \"Majority\"</p>"
      }
     },
     "18924abaf11d4b5aa6fbcf098b6c5f47": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3a9c304889694f4490261caaa5734b9d",
        "IPY_MODEL_a2b50fb403504cbe96f240d1f6174db3"
       ],
       "layout": "IPY_MODEL_adfc44f18a4347248cc153b134a664bf"
      }
     },
     "18ada7d983614952b7aa732734a98e8e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_40c6244718eb40e099549bb3db1f6d62",
       "style": "IPY_MODEL_067ce306592c446cb4e3eadb62dba886",
       "value": "min_bin_size:"
      }
     },
     "18b0198690b347ec8440aabd9055ec01": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "80%",
       "width": "60%"
      }
     },
     "18b338b572d44c5895a7cb7f6f8e2cdf": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4d65687b586043d0be095cba91d91e33",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "d84c895434bb4cddb519742019e00d8a",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(ToggleButtons(options=('Group Setting', 'Metrics', 'Segmented Metrics', 'Thresholding', 'Featur…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "18b7899a835b478e9f8fc7acc1b2289c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "18bfadb628d64bd19ccb915653a98278": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_b1213dced64d4ae781c31d5d4f97c5b8",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_53ab4d853c6d48d2846917a76c86755b",
       "value": 100
      }
     },
     "18c378f965b7447696585a323b8300ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "18c63c66aeed479ca3a7d8b21927fad5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "18cb566ce1804fc88b6f1da710ecab8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "18d60a2470804cf6865240bf8e073d51": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "18dea18b3db54d889332c88726fbb7aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "18e5085ef58f4385b79afb68f6ae13f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_327fac068e024797b188df9dac492e16"
       ],
       "layout": "IPY_MODEL_dc7f200a72384a1d9a8e16938e984e93"
      }
     },
     "18faf7226b85427280987eedd6a7ec5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "18ff534b4ec04e14a1c9bca27df598f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_93672f0af1d74e0985b903000f7d9a08"
       ],
       "layout": "IPY_MODEL_fcaeafa6d4a940af846fed1823ce99b0"
      }
     },
     "1904f3fb23a34c1a9f211de7f516adef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "191904197260488097c0682fa59705c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "191d5d8f1c804975b590dbce43ba43ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_242eb42292334c468824be13cf6625b0",
        "IPY_MODEL_704338bd103a42559521d4024da94a14"
       ],
       "layout": "IPY_MODEL_b2b5e36660ee49819c7dfaca35929142"
      }
     },
     "1922f09d31024f09ab649ab1c9314d9b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1930cf46794742279eca890318d32d5b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "193baa3b82864d13962e181fd012a4a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fe5754023ffd4ac9bbde7106d8a78291"
       ],
       "layout": "IPY_MODEL_63e8155c63ba4c0bb4a1cfdabd05d753"
      }
     },
     "194cc316c3c947089c9d0d3f98f38153": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "195e47be54694ca89e55e60239628af2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "196c8b6b67b24c8582f294f9248c4eed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ccf78d90bb944716b89f313f01bfe4d8"
       ],
       "layout": "IPY_MODEL_0b367630a1dc4ef59afe9ff7531e1482"
      }
     },
     "197c96e0456543048977644355e0b2b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsModel",
      "state": {
       "_dom_classes": [
        "narrow-tab-fairness"
       ],
       "_options_labels": [
        "Setting",
        "Metrics",
        "Segmented"
       ],
       "button_style": "",
       "icons": [],
       "index": 0,
       "layout": "IPY_MODEL_d3c4a48cb6c643d0ba6bd78919e120f0",
       "style": "IPY_MODEL_4ea0d400abe146b685b38586920bd034",
       "tooltips": []
      }
     },
     "199538ef9a224d888a0d0890c8f827a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "19ad53ed84bc4f66ace3ca10241afd5b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "19ae5bc3ffd04bd4acf6756e95f9b1ca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "19c0b0ad632f41b39cbdd68e13755c0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "19cdb98403a24db2bfdc780b11307e60": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "19e867ecdc734d738f8db0357e28282e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "19e935d1c9694f7cacf153f4e9ae80d6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "19eeff9e68454c5d84ad822b9ea2c29f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "19f56a91520642d0a5a62ce6dbe15703": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "19fe524105c243bc888d4452693c2415": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_69521115db1c41929c5ece536f8e3a2b",
       "style": "IPY_MODEL_92b49b34689442799361565451b4648f",
       "value": "Feature_decreasing:"
      }
     },
     "1a0a660f15124d3691667e0dc952875a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "1a1540ef1c9444ab9245a2e1264d66f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1dff080ec5324a65b41692a9176f75dc",
       "style": "IPY_MODEL_d5999df4665f485490b27cd49891c3e8",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "1a15f6f6654141899b40f935d2ee64fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1a3a97bd3d87408cb31460877ded9796": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6ea97bfcc96847749cda216e0f15bb48",
        "IPY_MODEL_81ff2c4b65174af7a9fa7a17244b45d6"
       ],
       "layout": "IPY_MODEL_0c1b4a5ba20d4baf8a79befa1c2c8c63"
      }
     },
     "1a435d2064614dec997dbfa9a2da839c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_a51b3535f7b24c1bbd84fd241814c447",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_7f4755ae383f4e39bb31453357c5efc6",
       "value": 0.0001
      }
     },
     "1a4bada85bf0462795a6631243ec3131": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "1a65f2fada89420ca03bc51d74875f03": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1a989ef44c3248cdaccf9836feb62853": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1a990d1ade614c2386dabd57e4a6feee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_c4c424d425a84bb7ac002d9a690eda03",
       "style": "IPY_MODEL_52e3536b3d4b4bd7856c831afbeac17f"
      }
     },
     "1aa8c23118924957853c72c172fbac9f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1ab7b6c7e1dc4cd1822b6e18bc05c37a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1ac0539b1dad4407b4421b490a715ac5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "1ac5343f176546118f08133b9e1e216d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1acc3a565677479ea968c60b6a879be0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "1ad553d4462242698c7aba76cd53d85f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "ACC",
        "AUC",
        "F1"
       ],
       "description": "Rank Metric:",
       "index": 0,
       "layout": "IPY_MODEL_804d14ff3c644e928a8530a616c943f9",
       "style": "IPY_MODEL_d64cba1475614d2d851f2ea40577ed6e"
      }
     },
     "1ade729b762f4d058712effd88039b79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1ae9a5b6ec0141d9a258c7bb76099c63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bd03a3a0e8d442b0a6aafd695d4c5ad1",
       "style": "IPY_MODEL_4c2075444dc34103a1eca371aceebebe",
       "value": "Criterion:"
      }
     },
     "1af9828393444ca5ad812c9ee96df02d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1b050a2e705f4dc4ab0557d2074f5c8b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1b10368913c14503b1fb8bee8fcd734c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1b14cfaa5ae246de9fa8517d51d41d69": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1b164fe308304491b8176d1ccf95b870": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d59451d4d003428eb0122655164415c1",
       "style": "IPY_MODEL_289c2890c8b34b77b99cd8d2f024c1fa",
       "value": "Early_stop_rounds:"
      }
     },
     "1b19229fe0c744fb923595fd3e943641": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1b195b3a47f14e308cd6d0dc2547ce10": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "1b1afe1aee3141e782bf199b2893d564": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1b1b3cc9ac494bf284d1c26180827839": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1b3cc1393c974a25b680a503e5aef1cd": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_bbdf9b40042e4f2b8221b7575ab8e9f1",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "73ffb6fba75140cf95c049a435bf7dc2",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value='<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>')"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "1b469270b9544a919c96de38c9a2147a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7fdf0bcf84b74b19ada7f689e4253f56",
       "style": "IPY_MODEL_57d92fd316c04c778080e26ecf0d7bf6",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "1b5985d923704914900600e4bc1a363d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1b5e9033c0da4fceb8c4d9f771ca811d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1b62e9bcd9bb4cb8b2d0d7be1beafbb5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1b64f758e7884652980b0856a4456e7e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_8ca63ca2dabc42418002bf931f2656e2",
       "style": "IPY_MODEL_d32102da0b78473e86f63ae5785ce9af"
      }
     },
     "1b670b534bc6433a81e9af803cc87399": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b70bee5c86e44cf9b5afb00998574c12",
        "IPY_MODEL_648992f95666458bbdd1ded6c4c33cb5"
       ],
       "layout": "IPY_MODEL_e2e4822abc624dd9aa80cdab28c4112d"
      }
     },
     "1b798bb1de754259b7b58697e623a4a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "index": 1,
       "layout": "IPY_MODEL_9ae74146f7b1423baa8c2d96bb209cb5",
       "style": "IPY_MODEL_32f946a6ea1c459cbdb83b3a0c7980ca"
      }
     },
     "1b7a59505d0f4d96b7b4754192d76893": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b213183d022f477d98bad26517809f73",
       "style": "IPY_MODEL_6b3b9595df3f46c0ae00894250b93124",
       "value": "Reference:"
      }
     },
     "1b81d5440d104e0ca0540ea5b049efcc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ea6ce87fcc28494bbd6e87aff630c794"
       ],
       "layout": "IPY_MODEL_241934bf4caa4980b3fc40388f7daff6"
      }
     },
     "1b84cf5c5b9146d688d37c4d0f9c1e04": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1b869309e5b14ed7bb6340a05688cda7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1b93213dcd0a4d4eb0d6a5933f2edcc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1b9db46f908f4f0b82ac73baadec5a99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8b6a0b6532bd49009a2b59e31e44fad6",
        "IPY_MODEL_dedce80365c44900a38e3dd7882635ea"
       ],
       "layout": "IPY_MODEL_492c673f9138420187f219a153d1e62d"
      }
     },
     "1ba082933048402fb6179eaa587e8456": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_38ded588e52d4bb9bc9b4d7abb4cd116",
        "IPY_MODEL_577ddfc45a6b4a99994a6a771aad8b62",
        "IPY_MODEL_15e3f6f6302d4e008a6ab3c58e091fd9",
        "IPY_MODEL_a5d0bfe37db949dcafda3c0f55933d33",
        "IPY_MODEL_5860f53f79024d75831bddc106c9695c"
       ],
       "layout": "IPY_MODEL_2e30a0d9ebb64018968ef27a23a55283"
      }
     },
     "1ba70c742f0747508f95f7a507f281b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1bbae76d3a0044f4a7e0e26b4b93a997": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e785dea283404021b44225ad4458a90d",
       "style": "IPY_MODEL_6514cfb103804b40a116dc6c501c9130",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "1bc5403022814297a61211428696446c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1bc9dbb0ad87454e82798bd6609f5126": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_41284055761b40df9d57b73c3983928c",
       "style": "IPY_MODEL_b7a13944bb8c42eb93469d894ccd5ea8",
       "value": "Delete Group:"
      }
     },
     "1bcb458d96ab4ca6a93f1cebf786dba4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_39c23d0fede049b3a6bbecfde0c72b26",
       "style": "IPY_MODEL_e0cb4e24412a49b09841de76f74a8db0",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "1be6d9fa31e745499fe618a70dca1943": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_fdbaafeb35df4a2c830a5e8541976a27"
       ],
       "layout": "IPY_MODEL_6901630145114f61aa20ce9b20100e22"
      }
     },
     "1bea411fe0054b24992b277f2b13272e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6835970088154c0a988cca50e09b720f",
       "style": "IPY_MODEL_8a0d2e0a97ac4481874fe7c40bf4aead"
      }
     },
     "1bebfd3169f4454cac7e9d3b597f2584": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1bf0fc0be14f4904b4cac265331bebaa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1c04bfdf8c7844d0b284657b92d23e1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1c1c95d606974714b3db8539c7730154": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "1c34d36acafb475ea7466d5a56c61c78": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_05175a3c68424345bd2bb901e1219c2d",
        "IPY_MODEL_07edc20a853b4697afe12a93746fa005"
       ],
       "layout": "IPY_MODEL_f852fe4de5d7426a925243908fb5a200"
      }
     },
     "1c3c29674e874fd7b206ccb04b1602c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "1c4862b290ad42c2b42ef7f06032aa34": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1c56525c13774d8e973da6b9dbabd35a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1c59fa7f279b4adb90caf13aae31d9ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1c6dacdc981e498ab68818560579c010": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1c6fa646d33046f6a80b061e547615e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e218cedb168543348e860607fdee3bfa",
        "IPY_MODEL_bf3cfc7814414c9084218d2dd70010ac"
       ],
       "layout": "IPY_MODEL_68dba471e2c34d5bbe499129851170d5"
      }
     },
     "1c984fc638f5400c9539afc135f40362": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "1c9a4d0c81c04123b5c06ea24efe47ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "1ca1924b6f8c44979b448d99d7517579": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9ea99b144513482d9ed9fdf3a5d6ea78",
       "style": "IPY_MODEL_b35ac49adf994663bb7948656ec8be9d",
       "value": "Add Category:"
      }
     },
     "1ca996561e6c44519f697840dab7eee8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1cc14cb6dfa748358e33ca4c72849315": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1cd9e3b7510746f58fd42d9b7371c59b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_93dd99794ec749a1b2de1555e940be9a",
        "IPY_MODEL_5528b16314594773a7b395129f1ec5b6"
       ],
       "layout": "IPY_MODEL_75a0c332682e4af0a3d2fed27eaa0d48"
      }
     },
     "1d01824fe17f41c5a0934ed300bd6aee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "1d0f715a38124c8b9be3c87004301b51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "IntProgressModel",
      "state": {
       "_dom_classes": [
        "progress-train"
       ],
       "description": "Training XGB2:",
       "layout": "IPY_MODEL_79b5506d2f234047a22b514cb8183544",
       "max": 1,
       "style": "IPY_MODEL_1ee4909213fa48cf82c8dea098cae38d",
       "value": 1
      }
     },
     "1d119f5f4347499286e0787db6cffeea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "1d2811f76d8d456ea7605fb405dd3c41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "1d28aca5e7444e22ac67c7255104297a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cc3edfed0d0b421d9ddf27a7948a0fd0",
       "style": "IPY_MODEL_92430e462a2642eea8fc16107fd3f5e6",
       "value": "<div class='divider'></div>"
      }
     },
     "1d343e7b76ad421286cea34f94dbdf62": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1d379a5461594c6ca40a6182580a77ae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1d3b61f4c1fb41ae95f4720dc4ec1843": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_e740a185fcf34affa07eaa190d6ce4b9",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_b300078416b242c9a8e74ee75472c8f1",
       "value": [
        25,
        75
       ]
      }
     },
     "1d3d52d2bbe34bec93f124b031245c7a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_8dfdd005856c42c3ba0597ea87ce183f",
        "IPY_MODEL_0922dd302a574c3ba4f3940c9ea828a2"
       ],
       "layout": "IPY_MODEL_f54c9e3900be4511b5b301d0bd892ead"
      }
     },
     "1d42353a44454b41b7c27e9623d0fe78": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "1d4293d3db12452685dcf59f461ddb10": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1d684eed8fac4b9abe95e5b011515eb9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1d6ac1f8bcf345ec9eab09abe77d0895": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1d9c5a76a8e0416f86625742054e6727": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "1d9d408b47c341fa98514ea65547d11c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_26229ced106c4b248ecc8f0601f8b525",
       "style": "IPY_MODEL_294d97a3b2b2421caa9320741e65dba0",
       "value": "Smoothness:"
      }
     },
     "1d9d900cea2345ba8b395470a5e2e4fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1da35aff90e6466b8c131e995fee84ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "1da6c5cd398848ae926484f86e6ebb95": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1da7b4f8e529482a957ea430e6b6389f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_c905071269374be5b79e1d5f89eb7bce",
       "style": "IPY_MODEL_7769124a9a2648dc94cc455eea42367a",
       "value": 10
      }
     },
     "1dbd0c3fb12d4a1195d1589e0f23e0e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1dcaf4483acb4eccbe5203a87e25a183": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "1dd1ba634d5545ca95e81a8224e2d895": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6c1472028a5b414cb27457bfbb1a9c54",
       "style": "IPY_MODEL_329fb7c0ad374cca80a9189a606ef7e4",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "1dd3b0307d8a4f018655e73af7a6b3a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_02d7666bbeee4d12810456d8682f2189",
        "IPY_MODEL_28ee431b30be437d8bc2bfc185ee354c",
        "IPY_MODEL_21a919fac7a34fc0b23ca410161ab046",
        "IPY_MODEL_77a301daf6684ff9a4f0b7885fd6c5ac",
        "IPY_MODEL_ab3a0bc8dc4a446b83a6dbe5ca071115"
       ],
       "layout": "IPY_MODEL_eba9b954ebf6464b912fa96d6da3f1ea"
      }
     },
     "1dfb7f86864b4796aeaeeae7bd73fed7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "1dff080ec5324a65b41692a9176f75dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1dffad71bc4b4d9aaa8bd2d6285f9f14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1e0b3b1e346f439ab60511365133ad57": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ea313413bcff4162ad7ce97c0f6ffd61",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_3d179c6afb14432fb868ff470a6fe9b4"
      }
     },
     "1e0e808a9a0a4dacae0d7e872702777b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ab488ba20c474247b30524adb5b124ef",
       "style": "IPY_MODEL_afac4eaefe6d483e938d9dc26289f9b9",
       "value": "reg_lambda:"
      }
     },
     "1e17610955134a29b10c957031900622": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1e2b62fb20054afbba07f71b2f384d1f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1e2fe59236c74458a51055a3cb5a4b24": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1e346365aa214f91b5c9c3cbf8b07429": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1e36ee0abacc41738a4c6879890bb52c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_488d50f8c26043faa5d63eed799cb884",
       "style": "IPY_MODEL_4e2ded35479f407d80f2ae663ba107f9",
       "value": "Max_depth:"
      }
     },
     "1e48c9f8b9b84fe4bd4c77aa42566ea8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "1e674e9024a543cea799b14bcca70af4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d621e72b77d2429fba61e635ccffa26b",
        "IPY_MODEL_e6d0ad9a4a954e48a9510e1861791f81"
       ],
       "layout": "IPY_MODEL_e004212c35bd45438c30d34c570def3b"
      }
     },
     "1e67a7a10baf4295964b66c02c4ee268": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8dbb0521ccea4a49b3a2f33cf323afa8",
        "IPY_MODEL_aabbd27dc7eb4d5ba5951e1b2601c6d5",
        "IPY_MODEL_b728a56ef18e4e7c8281fabf66bcc2c0"
       ],
       "layout": "IPY_MODEL_2fad6a5f3810488fb497f1ef9994398e"
      }
     },
     "1e6a8b49deed4c83ba5aeb3b61aaa7f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2acb3ae583934f14b60419d17eadfac0",
       "style": "IPY_MODEL_0f665a1f88334ef791fb907a64f78de8",
       "value": "<div class='divider'></div>"
      }
     },
     "1e6ae9408eb84c7e8fa54eccf75b58cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_93ad89db58b4473cbe4a0a7bf1f5baf2",
        "IPY_MODEL_0a8b4fdf83f1498aa5e1d57b13af5210",
        "IPY_MODEL_e2ddc42bf881445cb11200e639aafb5b",
        "IPY_MODEL_f0c3d6cfd1684e4b98f7d14f5e5fc725",
        "IPY_MODEL_462733f1c2b744ae9215ca7ca3872da0",
        "IPY_MODEL_5341b6beaf694734892031ea1e585a83",
        "IPY_MODEL_f7e6ac93eaa74804a46733af5c20d80e",
        "IPY_MODEL_00b2fef4553541db81970d3d747177e3"
       ],
       "layout": "IPY_MODEL_b3d4fefa77e94e46a13511bd301893bc"
      }
     },
     "1e800204b214440c8b2d650094fd9e38": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1e81e5a5825c4930939de8a4f5d199b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_726bac0d15fd4133adb8b4a96d90a0c1",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_38bc96914ae14895a703c2414f23f4c5",
       "value": 1000
      }
     },
     "1e84110767bf440b8d90e1b97cbd7748": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "split-btn"
       ],
       "children": [
        "IPY_MODEL_30e506a2fe064a92bc9084918be779c6"
       ],
       "layout": "IPY_MODEL_98a2c1dcc96641c5a8c9b87829390cdd"
      }
     },
     "1e880502f6204920a83be6567dcddac1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_e6bc9440ef544293bd7ebda0817ffe91",
        "IPY_MODEL_41c3752c978a423286bc38919dcd310b"
       ],
       "layout": "IPY_MODEL_4b0c1c87998046c9b6a5843bd3692f0d"
      }
     },
     "1e9d7766a5d8475a90f8da5ebb5b83f1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1eac182fa84a49b7a347d614b2a50c8e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_dffe5c2452d749e891b10c080baacc1a",
        "IPY_MODEL_dfd9989ba11a43c988f0f389c1256912"
       ],
       "layout": "IPY_MODEL_a2f06641bffe41c28a4af9c28bc2a1c6"
      }
     },
     "1eb32e34e7e44337a423d9388fc80c44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1ec1bd7998854c93a66748a663358edb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_295ebf88bf3e46ec9d7c820982eb1813",
        "IPY_MODEL_86c5932430de4772924207fa90286904"
       ],
       "layout": "IPY_MODEL_fc32dfdea71c4db0baf5ea4b56835b98"
      }
     },
     "1ec511c533c44c188527aa2d970741f2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aaa9aa2e70c24edeaccc5ecce7f40136",
       "style": "IPY_MODEL_a495622e5a5c4b2bb603f12dad00fbaa",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "1ec7642a0c9944dea36d2d03b4e64358": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d08b67fcc7da4e35b09df0bee24b6c94"
       ],
       "layout": "IPY_MODEL_20cf84954fb242b2981a0b62339328c3"
      }
     },
     "1ecd0195d5de480ea982ded111ac4715": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1ecdfc0440b643698f4b1caa3db79b32": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1ed55766a0474e1bb9c9020bcf6caf5f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1ed7202a73a94b95aa2a8900feaadbc9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8328017b3ca347e694a3c115e69df52f",
        "IPY_MODEL_6283ed0a304e43148219c577de847ed0",
        "IPY_MODEL_a55af774110f481fa8596c5e17996d4a",
        "IPY_MODEL_40185d0a13cf4ed2b5ea7adb8026a85b"
       ],
       "layout": "IPY_MODEL_0a1752ac7ddf4cdca5f9f49df5f41621"
      }
     },
     "1edef2aa9a094144bff48d296e4510a0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1ee4909213fa48cf82c8dea098cae38d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ProgressStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1ee882f38dc944e5b6d57a1f0f407368": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "1efa251cd5104229a36ddd1a6bd021a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1efbe47fdb1f4cfcb11df5ed6e6a9fc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0e2219fed6bf4240ae30596449b0951a"
       ],
       "layout": "IPY_MODEL_025e69f3a3e24b7e85e48483630f59fb"
      }
     },
     "1f00e7fa29e747e29a773d81ae2ae97f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1f144703f69143a482e157c14800e67e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1f1e55233cca4e539aa5a37d04809f5e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_d28e6d0898bd45f6a9538c59077846e0",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_b03e9c932b8c456fb9e4a0d46f243ae9",
       "value": 0.6
      }
     },
     "1f1ff98003b14b69873c3de48c009862": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1f24a63ad653451b8e7a1ad1c258dc76": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "1f2f2b73870647939751ecede5d9f501": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_583bdd8e952246fe8ef2afdc1f8c07d2",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_7954135788ac48aa8a3a4087b53af874",
       "value": "[20,]"
      }
     },
     "1f328f28eaf9418496d088bb91db1e3e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "1f3b9f65f6ab4491a750fb422ad3165f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1f3f346f6fb6489bb87f0a3f55338345": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_92831bf72dd64e97b52610c138683c7f",
        "IPY_MODEL_16d759c4266e4c78bf805d0abe8a8009"
       ],
       "layout": "IPY_MODEL_bef9afacad2c42dd82ba17eb2e15a94d"
      }
     },
     "1f455724fc0443829735239a02e63e01": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "1f4d91268fae44808a28c4357ab512bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7d80dd56657a4912bce2e51b7781b7d5",
       "style": "IPY_MODEL_df1267712fa2475f92167f4f73600c19",
       "value": "Inner_bags:"
      }
     },
     "1f5572223f80434b9107f988ba2ea0cd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_aff55810f87840c199ed6a20bc884e39",
       "placeholder": "1e-3, 1e-3, 1e-4",
       "style": "IPY_MODEL_d07786d21a0f41baae7f76c35876cb08",
       "value": "1e-3, 1e-3, 1e-4"
      }
     },
     "1f6b57ad8f1e424898d97a652aa21012": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1f6e968eb54744d49f58b94b3f67c906": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e38bda6a9e59403cb844d750646c4732"
      }
     },
     "1f754e5ed30045a386c93d4ce0fbba34": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "1f7e7b75ab194da2b6c7cf4d6f947c45": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1f805460b5344703bc135aeffa7e6048": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3f694a840f2443c2ae80cbf37fc9354e",
        "IPY_MODEL_cce19a7a6a87402684c2d938a30dee29",
        "IPY_MODEL_b558e93ae34e4737bca8b327f1a11b9d",
        "IPY_MODEL_52696b36d8d8465b9d03c6c6fbc24733",
        "IPY_MODEL_1430c3e77046491d931ed68cc50f061c"
       ],
       "layout": "IPY_MODEL_618be611368a4f038e77e2460579e6bd"
      }
     },
     "1f87eac682004413ba53d3dcea3dcc1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1f8f306e8efe479b90aa77ddc5f84216": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1fad520285c34f318d81d64bb47f3c37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1fb0317158b4496990945ba414c574bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1fb601012c354868a8a480bbfdafa53f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_7222b2e4df08495e988bea15fee46a8b",
       "step": null,
       "style": "IPY_MODEL_e7d1093d7e81438fa8e26c80e74fba9c"
      }
     },
     "1fd1539cf52a4e3ab2264411a628f754": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "1fd37fb570bd4d5b86dbb7d23460f753": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_62a7f0994e09411ab459e59647b29f10",
       "style": "IPY_MODEL_c732612043214077b92c98c343e49f57",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "1fe7ecd9c8f241eb9604c60eaeaaf03b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "1fee4f406823460a8b0bbb0d73d23293": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_3e75b30dc74546c48e2d61192da5c3da",
        "IPY_MODEL_50111da044014140b979f496891b2ab8"
       ],
       "layout": "IPY_MODEL_a373f28907aa4ac19050ee9a7d2b3a79"
      }
     },
     "2001f867a9d044548cb293a87c4b5947": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2007baf6d934498594716ab6d173d253": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "200b6a4a6e4a4fb580f38540653b4751": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_f2012c67a90e466b99697e18c01034e2",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "e057cfc7fb9942878b7daa18871cb722",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(ToggleButtons(_dom_classes=('narrow-tab-fairness',), options=('Setting', 'Metrics', 'Segmented'…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "200dd214a469414897d06b9ea26b64b9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "20139979356d4c778787eb85beec26ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "202724dc480f46e1b7265a1398dc02b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "202bba1081a146e3a5ce76de6271cd44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "20344da21f7943c98fbea87d90af0213": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2037374bec0748b5a41692c0389cad32": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_bd06b7e72e154205a2023927e24861c8",
       "style": "IPY_MODEL_2c2126a9b99e4ee693be2c6ffb62ff2d"
      }
     },
     "204326dbfa1845f99e15aa98c40581f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "206f223c224e436da2b90621e8a67223": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "2079c87f86ed47888f8a537497404ed7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_2134a57913604069b1fe2c58ca508d82",
       "max": 1000,
       "style": "IPY_MODEL_a9b7f818701e4a16aa4f3faa52b8312b",
       "value": 50
      }
     },
     "207c46b578824c67a5205bd71fa234d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "20902c4fa6504dc8a7b857c3345b470e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "209824238ad246d78077eab4407d723b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0a778fbbc4794541aa2065c97c0616bf"
       ],
       "layout": "IPY_MODEL_b2930a0d1f5f41c3844bdd5ef00b40f9"
      }
     },
     "20a2734cb1e545b685813ba345a259de": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fcb0c91608d1412698395dbded0756e5",
        "IPY_MODEL_1e6ae9408eb84c7e8fa54eccf75b58cb"
       ],
       "layout": "IPY_MODEL_ae256da4ad5f4d4bbc29e8b94111073f"
      }
     },
     "20aafbfd2a83481aa0e1bf51856dd834": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8a1dba28582c45169321fa1f8b9d96f9",
       "style": "IPY_MODEL_da9dc16e95e341428a30bb335b598ea1",
       "value": "<h4 style='margin-top: 0px;'>Register Trained Model</h4>"
      }
     },
     "20b0e15389634d72adabb9436ceae2e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "80%",
       "width": "100%"
      }
     },
     "20b4fc6b32e74fd58d5cd89eece99e46": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "20cf84954fb242b2981a0b62339328c3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "70px"
      }
     },
     "20d4a2dd8ad8407797bdbd9985868351": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "20de2ff3ff6a477fb467dd9bc3fa65d3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "20ea612d68094638bca107ce875c8f18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "20ff1c86334e4e7997f1c0fd9d8773f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "211ba60ce36c4b2a99dfd5f09ef9073b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "212ed51725c144d69bf6d3203bf62248": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2134a57913604069b1fe2c58ca508d82": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2136b83a61114e2aa606cc0fa57c4775": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d580ecbbb3a64982aa749546f4f07e14",
       "style": "IPY_MODEL_c447c0171eb7470b853eb72ccf63ea6a",
       "value": "0.5"
      }
     },
     "2138ad039c8c49b2a46c91d919680c55": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_571e6ba9df0e4dbc9114058cd7e168c4",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "4ae05c9d42854f77b5356585bd19c430",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Model Training Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "213a905704c540c79db2880025f6d987": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2149d37503b64e3299d45867449cd0d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "214e708091a54279beb5f4845eed9b35": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2150993968004bfbb81acfaca21ec0bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c8d89d47a9fb4020b264e8c6ec3e55c1",
       "style": "IPY_MODEL_0e4918e9630949c8bb678155bfee8851",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "2174af487028474fa2a35c403a283080": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_026fef94c09d4628a6c346abf10acb85",
        "IPY_MODEL_7d9487ab4ec946399e4bee9a62c32464",
        "IPY_MODEL_36036452e0774d59af94f3a1e7b432a4"
       ],
       "layout": "IPY_MODEL_238e90fbb8734aafa961865dcc230b8d"
      }
     },
     "21787b1fc92440169e440b9f3953bc5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2189eec27b734c48a674d4b9d19ce71e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_f2fb2a02471643b0b900959e5af7c469"
      }
     },
     "218a1ca6bcfc48adacd55d75f540df6f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "21948848caac4b319392d7d3965968db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "21a60243b9d8469492188c9cdfb7c8a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "21a919fac7a34fc0b23ca410161ab046": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d120c8d7d4a4476ca4b4602787d61c84",
        "IPY_MODEL_09fd9cd9ad044f8893db0f16ea7f8b91",
        "IPY_MODEL_452835b08e544419bb3f8573e572e09f"
       ],
       "layout": "IPY_MODEL_44db066d6c2f4b34b1750661cb821403"
      }
     },
     "21b379b64428455b922d3e6f4637a936": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "flex-end",
       "width": "auto"
      }
     },
     "21b8f1a14dc14ed2b3f8959dd0fe987b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "21eb8555108d4d16a3581768c8fcc53c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_87c6a003dced41f8b548aa4fe5c79e67",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "c3278378bd9844a0beffa9cd8225827b",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "21f8d9e7fd4647c8a7028df66511ee27": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "22052baefbaf43328a62587a4891fc71": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "22168c6387544515a983036146eda96d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2221a1b741df4ca5a4b757f2571ed599": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "222b6f80a87847dabb4769d3df0eb810": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_705a4c7a6dbc457da2ea0a1b4fb04f41",
       "style": "IPY_MODEL_1a65f2fada89420ca03bc51d74875f03"
      }
     },
     "222db5b482bc4228b330d74ee3a38ff1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "2231435976b9492f8ed0fae964c434af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "223ae065474344c09d7e06259a2cca66": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "2251aaa251d8476a9032f70642661b8e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_758eaceff4d6467284a57aee60a0dc1e"
       ],
       "layout": "IPY_MODEL_7b11f548b85f46619d35b129341dba77"
      }
     },
     "225589dc0b5c48168761e4f4a4745bf4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_4280c1adb59f44e49f800d67ba26370a",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_72633faaace0445e9c0bae906a1385f4",
       "value": 1000
      }
     },
     "225df3fbe0cc419e86d34465430b4c33": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "225ebd2a238b4f3b9ecc0f8139c491af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aed267da87c64691a3ed465f8ea9a141",
       "style": "IPY_MODEL_f83006cac5d1420faa50a04025c392dc",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "226190b96cea4d388eb7b143745f8be1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "226d64be1bb74659825ed526e906e9f2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "stretch",
       "width": "55%"
      }
     },
     "2272c38e80974bc68d408ac445b5e677": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "227989e50d524bf1b79385e636c249d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "227e3fb5a38c4f32838d305727f0b15b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_91153c308dec49509cbdbb10136b3d0b",
       "style": "IPY_MODEL_65e7395016594e7395089634e088d1c2",
       "value": "<p class=\"notification info\">Excluded attribute \"Age >= 62\"</p>"
      }
     },
     "22939f0c0e3646d49ae2719cc280c57b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "229a31cecde14259852be20b94340673": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_702f69a0efc1475980c74ac7cf8e80a8",
       "style": "IPY_MODEL_45ad5660382740258f17aacb8d948a8b",
       "value": "Feature_decreasing:"
      }
     },
     "22a7b04fae244d91add10a19b0353b73": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "22b44287cc104f8fb9eb9f5a73bf072a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_d5e6bcf5d9794a7a993a9d0710a388e4",
       "max": 100000,
       "style": "IPY_MODEL_07e065345a94414281e71fad9bb4fd92",
       "value": 5000
      }
     },
     "22ca6288c9194d5a94e35426cc1930fc": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_c5746f8dade14475ae112dd659c33fb3",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "655156fffaa74a2dafd80067e7de1d64",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 5px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "7bf3b659f373445782e1034c92a7fbcb",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "22d397e2df5f4365832405df2caf03d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8943e9b8faff4406bd4873d134d8abbe"
       ],
       "layout": "IPY_MODEL_637ad193f42041819979e81d1c9a958e"
      }
     },
     "22d9160b38df45aba4282a9d5fc9bcc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "22e2d1304f3b43368ec5e503b5c4d706": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cbf3a5cd7e3b4971b2fcf18b9b3c327d",
        "IPY_MODEL_13ea6db9722e4f24ac067dd2a31537f8"
       ],
       "layout": "IPY_MODEL_e52fcc24f8a04f099f841e23b7f83ebc"
      }
     },
     "230829298947453994decf51acef1370": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ccfdaa8073614ffa9363579c2429ca0f",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "989616b9921a44eebde12263b49c91cf",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Rank Metric:', layout=Layout(width='55%'), options=('ACC', 'AUC', 'F1'), …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "230908b203ba488b9292d7e06492f4ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "23177c76acc14f2d9cf383b9b81e149e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2318299cde5248a0b118d2c2f7f843ee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around",
       "width": "85%"
      }
     },
     "2330ddff5cdd474d9c5e05cb31ac7438": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "234ff23d7fd14a7994dc5401f1a31bfb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3e9058ec532c451aaedb828674217f23"
       ],
       "layout": "IPY_MODEL_1184018b716a42978592171fdee11a65"
      }
     },
     "23598cad8a014c7baa2d858a280dd442": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "235ea96e6b1e422c9fc07e210a9b2a84": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_b19b347123af4e319367dca30db6b86b",
        "IPY_MODEL_a06023cc29fd4ab2ba2aee2ce0c61903"
       ],
       "layout": "IPY_MODEL_bc0d89efcb4548298d35221f459817c2"
      }
     },
     "2364cb900f4f45009d031eba1dda313f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2367189f56774e49993b1c3a83df16f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "236d30932568485f89f5d4c1f73c973d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0b33eee49fd54eeb8bdcfed6a4b0a2d0",
       "style": "IPY_MODEL_66db9ed85e6244fb964d12543f620752",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "237281aac0504474a1a49155be04fddb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "48%"
      }
     },
     "237460a5ca244e009c72749bef5f3603": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "23831650e34747c489df37c65473b34d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "238e90fbb8734aafa961865dcc230b8d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "2397f301217d42fd8c06c9b1b37693b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "23a43360d6054475918243e51d30d77f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_efb928755963406f80e8b0be66a3f8ac",
        "IPY_MODEL_9eaf2cc6884c438888007e5bba1dfac0",
        "IPY_MODEL_a2ff911e8b904f8f98ac7b95a1f6a1e0",
        "IPY_MODEL_d9228802406e4d339384ba1bfa229d3d",
        "IPY_MODEL_822b019ede05413796741ad750683b57"
       ],
       "layout": "IPY_MODEL_628acd5c3c294d33bfdb7d5705b1540d"
      }
     },
     "23b8070b63e24cbe93095a2f8f479ac4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "23c9a02ad7e549f29925a2532080ae4d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "23cc55c5a5d14f139c8ebbb4d2462dd2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "23d3a9375c2244e29fc9d8fbb6014a29": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "23d84dbbd71742d597d3a13f1ef32e4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "23de51bd26894526820d7ba2f510221d": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_356d791ca61c4ad698577b557126e472",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "e9f6e5fbf9b547e5b1bae0c7330327e5",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Box(children=(VBox(children=(HBox(children=(VBox(children=(HTML(value='Add Category:'), HTML(value='Delete Gro…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "23edba6393c3482cbf4be91b8b8c9d12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "23f19a2a7db04f558d2442c6263049cd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5a864d5388d2473ea6f0cc438a92589b",
       "style": "IPY_MODEL_8738981277eb42dfb9e9f755695c6976",
       "value": "Favorable Threshold:"
      }
     },
     "23f3d0b2acd548bc84d7fc511d271d5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "23fc7a0aa5884f8fae206c7f5d079e2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_01c82c8a2825438f960f14e322f86d9e",
        "IPY_MODEL_cec8b84f2bed497da7943e4fc2e18c26"
       ],
       "layout": "IPY_MODEL_e9537328001047378c80c317edec5201"
      }
     },
     "24111736e826459bb64f029455e35e3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2415e11d439c4ae4ab2d3862ba343a12": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "241934bf4caa4980b3fc40388f7daff6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "242eb42292334c468824be13cf6625b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_662d5136317d4a5f9e6cd43bd562f689",
       "style": "IPY_MODEL_9d719d0a364e450f96def09c1a0a72e8",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "243376866c3441abb74f385af0424351": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6e40fa05bfde413a92ec09c40b06eedd",
       "style": "IPY_MODEL_9a437dffd0e34963bca354c79e3fe82c",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "24393198ad2f40b4b928c4c7893e5a63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "243e1899afb14957a0da325912a4dbf9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2456cded422f4586a5955f35804d2ac3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "24789a2688bb464a87cc4bb1151d0ff3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "247dd38ae1bd4c9c8836b366c4b85896": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d8e8fefda0474d8dbede1506b777983a",
       "style": "IPY_MODEL_02d02fc99aa444d1b2acdc7a8828b85e",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "2481b541a167416cbf04ee3adb237fb3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "24881d249ddf4d4f944be9abf7289e4e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2489dd048deb460ca07b0750c33013ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_74f8c7f86a34438880d566c20152d82c",
       "style": "IPY_MODEL_9c5f2fe51cba48318c7082cacf6084a1",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "249e0331452642e99ccd3fc2eb3e6184": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_6434433a00dc4af6bdf791d1afe44081",
        "IPY_MODEL_b49405ac04f54d1486ca30d322ce6374"
       ],
       "layout": "IPY_MODEL_36862a2dc4d94dbaa37e05f4074c88e0"
      }
     },
     "249f4aa35e234162a16cbcb65c8e5080": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "24a40a629dcf478ea332cc76955f1a7f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5d006dbb2bdc4df298898759deab4943",
       "style": "IPY_MODEL_d1174dd0e7d94c7b9b8b2b662d167917",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "24b94d8f0c224a829886dd7fae1ab052": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "24c7efdb824f468a99224099d2eafc87": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "24cad692117f47acad23c598fc6f8899": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_509e59f4cee24a9ea1fc1a280bf05971",
       "style": "IPY_MODEL_831f1df3a5184c7c921d775876a32003",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "24e19eed36b948c8b1c82f2851938f9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cb6636738ff741a39e2eb135d3677bc8",
       "style": "IPY_MODEL_d2e28b5e47424d4d839eb8da6825dfa0",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "24e4a591e5354be69dc36e3f1380cdf0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "24eb6ac974a546c0bdc594d758725138": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsStyleModel",
      "state": {
       "button_width": "",
       "description_width": ""
      }
     },
     "24ed881db7ab416c90ac5023b3217bc1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "24fbb0145cd3487fbeec462bb7a28c85": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "250aa8f27a64478c8341e2821e102fe4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "250fd68c7a9f48deb251f6c11da86640": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "25210f4ca9ae48aebaa06313d4c9690e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_07de2c02bbf04c9d8e796220859a4730",
        "IPY_MODEL_3bcf02925c7b4b96a1d25d775a6d8543",
        "IPY_MODEL_7fcc53d51e0e43579f45dfb2bb5fcb8c"
       ],
       "layout": "IPY_MODEL_e8a985ecbade4b0a8952c26276639579"
      }
     },
     "252185d45f47406087529d16da9730ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_8316d40b4dc74756aece7a0fab183086",
       "style": "IPY_MODEL_b149d2796f2e4211ac63c95e539bb7a9",
       "value": true
      }
     },
     "2521d1075a474b0b95624b8eadde58a4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "25427745e0bc4ccca768ad20841fbae8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "2548108601a14471aa778052815db841": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "2550ffc23b3d457cbb0b9e7f25dc8fc0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2574b33043404f0585580bedf6d9db9f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2597f27138974843a1f5a8234678b53d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "25a0ef666629414082be6918b0c94a7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "25aa57f0164d4626b3b1fca8e7ecee68": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ddf136a4618d4a1abdbdd83ac42c5cba",
       "max": 1000,
       "style": "IPY_MODEL_ea59801e6f7a4398a5ffde3f71338597",
       "value": 50
      }
     },
     "25ad07be993d4934877046d6d32f6030": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "25af768aeb8f463daf50f2206e352f82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ac2b0101b1314b1c9d9ce58e077590f6",
        "IPY_MODEL_8fc5d38fe6b047b6bc9d17b263d21638"
       ],
       "layout": "IPY_MODEL_09109524c1f74bf7829c824cbe6e26ad"
      }
     },
     "25bce1cf0f354238a8f455fc26849fc1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "25bf1c3c05374e819395126b8165bafa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "25cd9429fc104419ba11bc2d70f485ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2a325953dc494ffda0d0ba7c57078441",
       "style": "IPY_MODEL_2550ffc23b3d457cbb0b9e7f25dc8fc0",
       "value": "<div class='divider'></div>"
      }
     },
     "25d5798c00814d4a8796e17e43143d8c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "25decd365cc848ee945ecda228703ae6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "25e9c814b1344a75a0d074ee847cfad7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dc7bbba21bdb4d4f8e5c37bd4ab7688d",
       "style": "IPY_MODEL_570704eddb1a4dc3a5b9f6211cb105e7",
       "value": "Learning_rate:"
      }
     },
     "25f8d9ab5700450a9a004b33e84529fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "260a6c460ebf4a9da68087d1b338b78b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "EBM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_9c4cc0a6a3684f848678d4f0508f1058",
       "style": "IPY_MODEL_cb821f4dbb2b48e2863c9d2682616d68",
       "value": false
      }
     },
     "2617a2c328c94e5e9707fef7473b3f87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "261b5d7cd44e4b6caeb2d1ebd8a1e41e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "261e57d9ac4d4ffeb43e90f74a659b35": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3461bf5fb0184e638d0a8538b0cd1748",
        "IPY_MODEL_26f20fe8e5e34b95b243bca466c7a470",
        "IPY_MODEL_7b4fae54a38e465b9b996bd1eb238529",
        "IPY_MODEL_8ed0bea9c4874ddfb1a59f4df0f51250",
        "IPY_MODEL_c442e046ea1d4dcbbc1e21051680fe08",
        "IPY_MODEL_40e75f48bfa14441a7878d887e14f379",
        "IPY_MODEL_bf2f019ff462484db29d543960d32ad2"
       ],
       "layout": "IPY_MODEL_c8c30a126c7e42d4b8a933b5f83fdacf"
      }
     },
     "26229ced106c4b248ecc8f0601f8b525": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2627f43dea12419686644bb82fb49298": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2628afc8c9e74adaaebb14e5fcc16747": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "262c58ab9e9c4628b3300532164ae94d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "26312552c9b44de99570ebb50db45074": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_eda0c7f5070140058049d2f18c82b101",
       "style": "IPY_MODEL_bb049493f9824fd8bb7ce1a903fdfe28",
       "value": "Model name:"
      }
     },
     "2637859f615b403fa0835b44546a2f07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3cfcb3d1b4474b37832b5b8a1dc11dd3",
        "IPY_MODEL_13857316c09849c98a71d88304aafb52"
       ],
       "layout": "IPY_MODEL_af646527cb2f43df8e9b1a84c0725d15"
      }
     },
     "26507b0967a14a63a15be61baeff80f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_db0cf2a0c3c44199a8d2831f5a84b441",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_20ea612d68094638bca107ce875c8f18"
      }
     },
     "265b49d1375d4185a7588382a4197dc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d67e6015b80a47dd99fef2478d2db34b",
        "IPY_MODEL_407269651b044db392ed5894efa662f3"
       ],
       "layout": "IPY_MODEL_d668e76fb345436dad8ba120f0124cd7"
      }
     },
     "266a370b71e244f6a94901038f2eee44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "26746b8fad3b4819ad878aac4e4c1c9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2676003ae74d453884301abe0074afa5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2685d0381f6945659064a65130a1f352": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2687e77f51cf48cfa1fb17032cc86b5d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "26899936d0f9406797483ad5b48d915d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "268da55520b042c0800a07b5f43573aa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ce8ea677e7774cb1b4bce9c0b978f393",
       "step": null,
       "style": "IPY_MODEL_f75ce396a22c4272b3616689ad6a903b",
       "value": 1
      }
     },
     "26939154d02647e3b22eed20cacfa074": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2697102340c945e29806c05bb9ac310e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_27287180029c4c519f70fea352dd0087",
        "IPY_MODEL_ba985819295d49c3bbd8a5438e2934fb"
       ],
       "layout": "IPY_MODEL_de04a27a8a564624a7c30085b67ae57b"
      }
     },
     "26a2c441580441219914f1e7b85641fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "26b3563c21804122ba3551d8fa5fe506": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "26b44cbfb1d64ec78eaed6b072079d2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "26b7a663a7d84f83ad1fd2621cfdc9c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_8c3cf1b859d445639fb32be3aaafca9e",
       "placeholder": "Input name",
       "style": "IPY_MODEL_0458bf34b678420a9306760471745cc7",
       "value": "FIGS"
      }
     },
     "26b9e1ecb95447c682436ec6095eeb34": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "26de382593744e2aa279b324883deb18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_53ca83148fed4686963e673f9da664dc",
        "IPY_MODEL_eb02df42a51740bfb632e38bd965acd2",
        "IPY_MODEL_fa70da44724b42d2869af65285d3032b",
        "IPY_MODEL_2e1833c7a30b4dc5ae9c200f7cf3e937",
        "IPY_MODEL_697d213e1087449cb104bb29219af4ee",
        "IPY_MODEL_09586d420acf432db6aed1d2d1bf82ad"
       ],
       "layout": "IPY_MODEL_2ff8c1aeb1274b13af0f3e5d29c28b64"
      }
     },
     "26e08d9a444e4863aff77ac8c03d1720": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "26e24167f7574e498834b8ded722b5b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "26e8eabda6b24038a50e69c8abe2917e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "disabled": true,
       "layout": "IPY_MODEL_338e4cad3f96478abbd41273e83309e7",
       "style": "IPY_MODEL_f23701cd07c6443890045ef259617c82",
       "value": 5
      }
     },
     "26efa6fab8c84371aff126a1170c5692": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "26f20fe8e5e34b95b243bca466c7a470": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_47db533d55054deeab2dd81469983a41",
       "style": "IPY_MODEL_b9661529419447b4b1eaa448cf6a1264",
       "value": "Batch_size:"
      }
     },
     "27171eee5e6d4f538ed7a90a00ff026e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_20b4fc6b32e74fd58d5cd89eece99e46",
       "style": "IPY_MODEL_ed0f87d559744e7fa5cc2f58e28b3e84",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "271d5599998b41afa0c25564df0d63be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_50e8d166eee342258cd480e6ab333155"
       ],
       "layout": "IPY_MODEL_f5ca27c8b43d431089a4d030f4af9669"
      }
     },
     "27239804231c4d7ea30d350b8c80fcaf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "48%"
      }
     },
     "27287180029c4c519f70fea352dd0087": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9ca3383585ba4e988190f3c6f700fd0a",
        "IPY_MODEL_86f6d39b4ba54765a665672e91f759d2",
        "IPY_MODEL_6b3bd914bd704e01aa0078b20a62ec11"
       ],
       "layout": "IPY_MODEL_e89346d6f0be4747a6c4cd138b55b97f"
      }
     },
     "272be05f39b34f79bcf9b0099c4dee8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_044d9be5d0e44e85bb775aa96a5e1d79",
       "style": "IPY_MODEL_5fa7db8b6a384baba3f067b9a68fc8b9",
       "value": "Model name:"
      }
     },
     "273cbbbe9ed64096b4ad55b626bfc6cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "273db16302474db6bbf234516b82a5ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "27404c2613bc4da0a6ddefd13bd276ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "27445d2b40054bbf815154606ba3f709": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2753349f9e0a4e2482c550a5c8af05f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_ea6f3aaff162450babc92b5b3bf64274"
      }
     },
     "275c78868a084e0498fd47ff59b741c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around"
      }
     },
     "2761853522f84815b88b956bfe9a81ea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "2761a935e072417490fb14005189a3d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 1,
       "layout": "IPY_MODEL_43b1c38bb0ab425fb7afb8eefe1c9df6",
       "style": "IPY_MODEL_532dcac0ccc44d80890cf001ede76488"
      }
     },
     "27641cf38add43518e9c26e01029adf0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_17cfdb644f3947a19128f76125f7c65c",
       "style": "IPY_MODEL_83babe86dfe24dd3916fc0337936088e",
       "value": "Model name:"
      }
     },
     "2765e733490f4609bb6d34462c448518": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_92c1ba0321c646228be746c8430c858e",
       "style": "IPY_MODEL_583e3a89de36491fbb887fdc0151330c",
       "value": "<div style='margin-right: 2px'></div>"
      }
     },
     "2766e6833144475b8eda26446d590328": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c6da5330ab144857a111f29334f21b18",
       "style": "IPY_MODEL_f22e96264d2b40ba870cd7b80b75bee3",
       "value": "<div class='divider'></div>"
      }
     },
     "2776176cf6cf443388caf02fd7161dac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2779474a28d94dd493c6e78419a37bb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "278c0465ddba478b947cf9eeebb14af7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "278d795bdd0846c8b8374e2132c35dc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_92971abc37ae42b9a41e62152dff5550",
       "style": "IPY_MODEL_42ff1c02171843edbd1e9da78459d923",
       "value": "Reference Weight:"
      }
     },
     "27996a3184774281bb6054239d63ba82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9217d6b9116443dab7f8b9afdc9d1e79",
       "style": "IPY_MODEL_93413e60b92c4455af71dc2b57820dc4",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "27a2bb74a3d846cfa5c7ce3639b1dba0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "27a7a4859a274b459d6928bfee1cf4f2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "27a7ea8bf6b646978efb72e556f3927c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "27afcbd18382437189456d059cdb9a01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_56c2bc0f6b524d3cadc02f365800d82b",
       "style": "IPY_MODEL_d2b916844209450580c0f84e0dd50cd7",
       "value": "<div class='divider'></div>"
      }
     },
     "27bb919b1fd249e6afa7cb95086ac971": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "27c8a7cc89ea40f2924570bfd3d034c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5695f1e0638d45a7bb5e3dc8aaad4704",
        "IPY_MODEL_b0d72eca88704130badcf9183a10c72d",
        "IPY_MODEL_611ca6e3d1d440bdb556d372f5cd6cc9",
        "IPY_MODEL_bc542e27ebc64d05a056812a9d000fe6",
        "IPY_MODEL_458c3269ba1540b88820ee7abb01402f"
       ],
       "layout": "IPY_MODEL_d8c928f589d44a0395251749d2f25709"
      }
     },
     "27da888151824628a9deef0509778c1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "27e74cccc1e044b3a3b5762fc3956e03": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "27e88430c53e4e5aac3207f4565bb2a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "fix-config-from-overflow"
       ],
       "children": [
        "IPY_MODEL_0cb898dd21dc430bb37ed87845797813"
       ],
       "layout": "IPY_MODEL_237281aac0504474a1a49155be04fddb"
      }
     },
     "27efceef5ee6477fb75e7f776138f88a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "280025f888014294899e932cc1ef0ac5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2802a7c7493c4635a729a192f73b6798": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "281874ac39724561a81abf81157c40ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "281c094f2e794e599a6773317e9baece": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2834416641bc4b48941cf3771b0b2d09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f8781c43282042a48b99e24fa37a2f3c",
        "IPY_MODEL_6f8dd5dd9e3d444d820104e62bdeda8f"
       ],
       "layout": "IPY_MODEL_e5444db9dfc44eebb0c5af2ba6c33503"
      }
     },
     "283bb364c54a44c6a605c26179b0977e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "283e0a635e3b42678c2ba5e2257e647b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b10937ada86c4f789a23027cc8e0b407",
        "IPY_MODEL_ab7bbf8764ef4c258850c61f2c00450e",
        "IPY_MODEL_503e741ff35a406ca0edec16295cc4f9",
        "IPY_MODEL_879d2cac9a814be3a491791a34ffda82"
       ],
       "layout": "IPY_MODEL_e59cd2c416544d7b95da5f0ab0a45455"
      }
     },
     "284f218bba7d492288cee8e595338edf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "285b2de9340c47b99b96ea62022d1240": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [
        "register-btn"
       ],
       "layout": "IPY_MODEL_737c61516e0f4da893b560850a9768e4",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "3573a32613b14682b44a979cc58d6506",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Model Name:', layout=Layout(width='55%'), options=('Select Model', 'GAM')…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "285b6668bf1147c88223562b53e03a15": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "285fc58893da461587eb6162f0d515be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_3eea347e86a0414d881892ffa4110a63",
       "style": "IPY_MODEL_32d886123f3f4e82ac3113bf298e7979"
      }
     },
     "2865f3c739a645fa8c77ae2439931059": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_70850a8e50ef4e26911f5fc8853478f6",
        "IPY_MODEL_6b849d1594954eeeb9c603ed71c74cf1",
        "IPY_MODEL_84113ddb74dc48cd85fadd19e307911b"
       ],
       "layout": "IPY_MODEL_2e634a10d5a14feca1ca34c2c3f59015"
      }
     },
     "286abf71a2624b11846559fad39691c3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2873bc00488e473fa22b541ee917783b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [
        "register-btn"
       ],
       "layout": "IPY_MODEL_7b29bd733c7948b3bba5760e90cc887f",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a23175f64b5041d4bb1971ae111b9a0a",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Model Name:', layout=Layout(width='55%'), options=('Select Model', 'XGB2'…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "2890e674cbf34f46adb955be3f7c2676": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "289bec5307364edd84e2761c19847480": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7db3dbd24bc44061973d8c124a21afe9",
       "style": "IPY_MODEL_ef944d82a1084855bcab2c0e4b287a0e",
       "value": "Batch_size:"
      }
     },
     "289c2890c8b34b77b99cd8d2f024c1fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "28a4db5a7c0d44e9a09cd8ab693e2e41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "28ae8e5ee09c4c0d878f840e0bd398d7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "20%"
      }
     },
     "28b50928c906460e9a843efe04259bab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_585c48f1cea0407a9252595a1a3033c8",
        "IPY_MODEL_50d107705a6d45e5b5e5a6ed708432b7"
       ],
       "layout": "IPY_MODEL_f56de60f51ca40e2b078f9a8c4e1fe6b"
      }
     },
     "28b7bc2cf40f46b0979bd6cfd1a2d4a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ad270df0f4e94d42b690a519ed61abaa",
       "style": "IPY_MODEL_57f7980235c54afeb0b23b432c85a063",
       "value": 10
      }
     },
     "28ba49827e9e49bf92c6e86377401c75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "28c3a8c0d56844189496e41ed670cf12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4e98e995a8c84a0b8c0d50633fbe3724",
       "style": "IPY_MODEL_57adb41922944f8eba30f6ead4975d05",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "28cc1e9e2835410e94cda6972426afc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_eed6e82df37d4017ba9a2e926d84a39b",
       "style": "IPY_MODEL_0b5245032c3a4b7e906b738e9853f6d3",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "28cce41c54864221993f87552deccaa7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "28d50cb46de54f979b7ebddc7ed5fecf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "28d9dfee89a948ff9cb06bcba32a524f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e87a7c4491e745cd9808d19f22465e66",
       "style": "IPY_MODEL_26746b8fad3b4819ad878aac4e4c1c9c"
      }
     },
     "28e41f423ce843a89de4d3464ce18da4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "28edaf88c0394505b4e22ac172d8938a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_077f30d385fc4e0dbb87ddce8f254752",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_305506b8ad6344d5971023d4ced39f19",
       "value": 0.3
      }
     },
     "28ee431b30be437d8bc2bfc185ee354c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 11,
       "layout": "IPY_MODEL_a8af4be627ec4ec5b7895df002a31695",
       "style": "IPY_MODEL_8942f4ee9e8f487f8f6b3855b68e459f"
      }
     },
     "28f45f4ac3e64bc7ac62a877b12809c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "29018b94a5654cce9348492da718d7cc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "290256d08ac8497a9c9888b94c1307cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "29088123f2d5471482a51d7f1536b216": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_06a0ad54fef74de59117703b646d158d",
       "style": "IPY_MODEL_4f4419e96d9040beb3231d5fa8d4f65a",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>GAM</td><td class='ptd'>0.8509</td><td class='ptd'>0.8480</td><td class='ptd'>0.6034</td><td class='ptd'>0.8524</td><td class='ptd'>0.8505</td><td class='ptd'>0.6074</td><td class='ptd'>6.1</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "2908e559c58a4cbeb59943fe41d30642": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "29132d551f6b4304a2e196a4d3f82e15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_636e47baa8394c4bb3bbdaa9b9c5077f",
        "IPY_MODEL_40dd6eed681643e09f66d36f386f7735"
       ],
       "layout": "IPY_MODEL_edb69902d3af4277acd254148303a9fe"
      }
     },
     "291cfce679a842a2a85cb4843efa6c33": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2931d1c8f1684b8c831d9f1126aed0d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_0cbb69f9f51b43c79465fed53366b155",
       "style": "IPY_MODEL_aa19d61b39194744ae4412c4ae514480"
      }
     },
     "293ef0f74d0d4be581b7755df93657f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_134b267d447744aabacd7e0207d583ef",
        "IPY_MODEL_2ccf274d79644ac1bc566bafba87dae5"
       ],
       "layout": "IPY_MODEL_4ce83d9285604001a6f908253f60871d"
      }
     },
     "294d97a3b2b2421caa9320741e65dba0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2951b94e40c543138a6a9fe3f343dd3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_095de74938444043a22340c1088a636b",
       "style": "IPY_MODEL_2330ddff5cdd474d9c5e05cb31ac7438",
       "value": "Spline_order:"
      }
     },
     "295226085504460d8af4cac2ce6136f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "295666248551404987c94d6a5a986783": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "295ebf88bf3e46ec9d7c820982eb1813": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB2",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_98eac489d2af429bb504311b6da76f31",
       "style": "IPY_MODEL_68cdb990f474491b8777148f4c824e71",
       "value": false
      }
     },
     "296b66ed5c714f33a6b69e7a7b5d59dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "297dc5fddf5840f59df7b1984adc72b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_13976d69d0254fa6b90628fcc5e57134"
       ],
       "layout": "IPY_MODEL_b84cad615e164b86983f0a40e8f828e6"
      }
     },
     "298e82cba27e4866855ec9b38c8c0bd1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_27445d2b40054bbf815154606ba3f709",
       "style": "IPY_MODEL_e886bd64744e43afa3e81311869189f6",
       "value": " Early_stop_tol:"
      }
     },
     "2997055696f44f11921d5d1b2044634f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "29b5b06a561c4bb1b04ae28fd7325b0e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1055669e78b346938f9ed384148f151c",
        "IPY_MODEL_11542958454a429ebbd590b5911a161d"
       ],
       "layout": "IPY_MODEL_8caa5d0d0b5143b9b75bef4f748097c5"
      }
     },
     "29cb05c1ef7c4466afabf69ec0c5b02a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Correlation Heatmap",
        "Correlation Graph"
       ],
       "description": "Plot Type:",
       "index": 0,
       "layout": "IPY_MODEL_b1a2adb52ad1432ca9b76689375491ad",
       "style": "IPY_MODEL_bc43f14a43d64c20914690c5c7443895"
      }
     },
     "29cdfa5edfde4b4eb2cb77998e544946": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_207c46b578824c67a5205bd71fa234d8",
       "style": "IPY_MODEL_1f1ff98003b14b69873c3de48c009862",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "29dce48a77124485b7595ee9971a0568": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b73f09163aee43b2a6fe570c49837ad4",
        "IPY_MODEL_f2f0f983469f4661a0c4f556e7bc0e1a",
        "IPY_MODEL_c4254e53ee4c431aa403e102eed32218",
        "IPY_MODEL_339f5980a54e4e1296460fb3240fa303",
        "IPY_MODEL_bbda8c6c5a874f78ab68e206d410d2e5",
        "IPY_MODEL_1f5572223f80434b9107f988ba2ea0cd",
        "IPY_MODEL_fe2c9c0bf0484925ac5caf7e20d58d79"
       ],
       "layout": "IPY_MODEL_ad136e2d2615474794802dee37a52041"
      }
     },
     "29ef6665e57542e18e48ebf518cc1041": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_c02614524f2a41e7a173159e94ec2573",
        "IPY_MODEL_c0777143dd8c4854acbba32f89ea02b8"
       ],
       "layout": "IPY_MODEL_63a07b68144840a1bf030430792c5818"
      }
     },
     "29f03331c700437fa55c8cce14c82163": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_bb5413edcf9644eaa4b9239bd220134d",
       "style": "IPY_MODEL_891f13ba22674dd0ad673b6f2fc1fbca",
       "value": 10
      }
     },
     "29faae1787894a728b54cb83f246d591": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f31030c9e2484fbfba48ac5f5fe3e1cf",
       "style": "IPY_MODEL_e0858d0b2bf143e4b919bd6120fef03e",
       "value": "<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"/>"
      }
     },
     "2a0af3206daa4f7e951b0fcc3e6a3f93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_88951e8302714fe38949724534aecbee",
       "placeholder": "1000, 1000, 1000",
       "style": "IPY_MODEL_3b066ee81fac4882bbe3ebca6daaefa0",
       "value": "1000, 1000, 1000"
      }
     },
     "2a19d7092a7947159b0165493f54a566": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2a1e79c211304bdea900ca6a3d254a3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0b8b33ccd660445e8be463a78de0f44a"
       ],
       "layout": "IPY_MODEL_c925e07675b243159f0e51d0223267ac"
      }
     },
     "2a325953dc494ffda0d0ba7c57078441": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2a386851387a42b0ae791b49a9a50d3a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2a3c4526fcd04e278768554e21a55e12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2a5f73b612fe4184a94aae84890d113b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2a61455cc9a74a69a3e4f95606e46af7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1edef2aa9a094144bff48d296e4510a0",
       "style": "IPY_MODEL_c81142c853544ab481e1fe99598c6756",
       "value": "L1_regularization:"
      }
     },
     "2a61659ebe0f4f489cb55bfe1f70f85d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_23a43360d6054475918243e51d30d77f",
        "IPY_MODEL_7ac984faee4d4911a353de1e5242b423"
       ],
       "layout": "IPY_MODEL_783b807fbc6e41b4925ef2206d09ff79"
      }
     },
     "2a64316059664bf29776b26ecdc9418c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "layout": "IPY_MODEL_53302e789cde4caab152abe6ce8bb7f9"
      }
     },
     "2a6d532466e54b3d9225a5200f890e82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_31993ea611454196a1482ae2ca27c274",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_e39bf09ca6d4469582694987267a5f91",
       "value": 100
      }
     },
     "2a73b43ab47944b99b0d7f56e6af666f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2a768291886e488cadd1c4a277b2ba95": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2a7e910389504233bfdcded474ceba67": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2a80bb7cbdd44eaea942bd608ec45f77": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2a864020c5624dceb20a3c726011d77f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_49c2067dc77c4acd91dc386ddbf366bc",
       "style": "IPY_MODEL_90606af02f4d4365a9a4e2f42057d921",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "2a91d88ad98c4cf58151dfececd76e55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "2ab4c31b0b1a4593909a19419805af64": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d271a56d12cf45bbb4a826cdab349199",
       "style": "IPY_MODEL_5623aa5ae65149e0b9bfc08c71714380",
       "value": "<div class='divider'></div>"
      }
     },
     "2ac35657934348e281cfebac468fb4b5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2ac74fd1bc8140dba9064df79a442928": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2acb3ae583934f14b60419d17eadfac0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2acba4b955684a6f92da4262305f61f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2acdd671ff7949569cfc3d98c17e0de2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2acea56020ab436cabb4ad9d4ec8ed1d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2aed2414c7694a9583946377c8631369": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_12b03aea4fe14d3a935325578d7e0db6",
       "style": "IPY_MODEL_a53d353249e347499632fb9f7c7b183f",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "2af0262b09df4ec7bd0053c629f6cf93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "2af13b1e12a1406e82c55341ea38882d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2af41b6f1594495cab8b6504b1713c23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e6ef6e177aa3444f897f5e94b0848e4c",
       "style": "IPY_MODEL_2e50fe910f4b4bf4a0934c21d5f03d3a",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "2af81206163c4f3d83a43beb99417c37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2afd67fef11146ca9e7952b704ad6bf2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2b106a8b4be74f1aa8bddbca961fa36c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "2b22cff3ca0c40c0b36abe1e9afab8a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "2b23471920d04665b9767c775afd1a77": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2b299ccd6d5347b19d2b46dbebbccbe8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB2",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_ff0b5fe96484411cac4aec95a18a4896",
       "style": "IPY_MODEL_59764768bde344d099da9a00e1ab6c11",
       "value": false
      }
     },
     "2b33319885de47cc80d26fb644796cd7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_2c455abcc2104d1bb4dd1460ef412243",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_9fca66f24c8142c4a1419c5e75a3f224",
       "value": 100
      }
     },
     "2b360422be8c4ef189fd784733757514": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2b3712949b7640958b964d20142122eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d773cacaa57e4c8ba673cc5afcff864d",
       "style": "IPY_MODEL_f21c8c138bb2460580191a04930ed189",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "2b394a884505449fb204a20e8bfabf51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 9,
       "layout": "IPY_MODEL_d8e085f280754022aaa79286f4686953",
       "style": "IPY_MODEL_daa87e6cbd7547599b55d2b4780f903c"
      }
     },
     "2b3dcaf8ff79425f94f6d0638f08e419": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_e1bfb5dcdb984a2d9ce13b6106a832df",
       "style": "IPY_MODEL_ebc3c6b8b11c47529652b4a5acdef682"
      }
     },
     "2b4580325a8249ffa5a70263a7e03521": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_65753134dfd14f87930b0ee100ec3d2f",
       "style": "IPY_MODEL_912845001ff844d8bf06f4a16acf9090",
       "value": "<p class=\"notification info\">Excluded attribute \"Age >= 62\"</p>"
      }
     },
     "2b4ca491fcdd439783ef99e914d60512": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2b61d35b682747baa0061d9c2f1f0d27": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2b643fc8cc884407b029eb8b6df4a233": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "2b8b06e83ebe43a4b042b73c8b1886e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e6a78d9f702344e99ae9927a536ec619",
        "IPY_MODEL_86f64e45362a4f6c8488874667ae51a9"
       ],
       "layout": "IPY_MODEL_d4188de1f5224a7bb2c3162fc342cebc"
      }
     },
     "2b91d990654d4e48a214e23c3ce7c6cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0569e9e40dd84cf2a0725e37080f56c3",
       "style": "IPY_MODEL_05abbe5ec2ef4c21850f16d264861600",
       "value": "Max_depth:"
      }
     },
     "2b9a1697eb194b1eb14538b12f6ffd35": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2b9d85d593524170925d9cfb3253fffa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bf6c3b60f258450881495c4c0934c774",
       "style": "IPY_MODEL_4c3f7fc71b384851abfe72550ec9db98",
       "value": "<div class='divider'></div>"
      }
     },
     "2ba14215837346a5826b38de80ca096e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2bc327668415488d8f8db04ed78ec7c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "2bc3ab44a86e44fd907baa8ad364e6d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2bdc816f4d2449ffa1a11b6c43020e5e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3d287cadd24240ba8475c7e7af65744b"
       ],
       "layout": "IPY_MODEL_b6ae256d4555410d8c8a8cc430b1d51b"
      }
     },
     "2bf8329993e64440ac820c4ff5f49c78": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_936b990e4d6b428ab12f72c0d2d154b9",
       "min": 1,
       "style": "IPY_MODEL_7a6e5981562646ab91401f15858536c8",
       "value": 5
      }
     },
     "2c0071437369433599bf1273c295003b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2c10895435e341ecb5ed374742cf1593": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "99%"
      }
     },
     "2c13243386c648c0809b5851e046d243": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_7ac002f6020f4947b3052a22e0013f0f",
       "step": null,
       "style": "IPY_MODEL_0c4bc8074344476bb018227e903a39ba",
       "value": 1
      }
     },
     "2c2126a9b99e4ee693be2c6ffb62ff2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "2c2e974a7e544a6cb720804aa7e4c80d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_3d419f578fa047a098ff3120ea327992",
       "style": "IPY_MODEL_a39b3e998f7943d7a5773b19a42ae5f3"
      }
     },
     "2c306051ac4b4ccc994021b0b0f02840": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "2c455abcc2104d1bb4dd1460ef412243": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2c6aa61fa9e54bde9df8d10c024701d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "2c77c326db3d4863851c812900546a26": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_780755df948842b99465bd633dea5949"
      }
     },
     "2c808e2a57a84336aeb1cf6b0327906f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "2c842e51684b4314a46d8d1a8f0b3519": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2c8a505747d5433385f586d0cedd6488": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f99f8a3c5613415cb42d594ff453b54f",
       "style": "IPY_MODEL_0304c3f473694bb0827f2ad0f0c9827c",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "2c8ae88847f0457aab25b1768f538018": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b0edae8fb2f948feb707aa77476ef13f",
       "style": "IPY_MODEL_36ce32896c654104808cd35789e756ff",
       "value": "Feature_increasing:"
      }
     },
     "2c9086c6231a4e328b0ed81e7838fce1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2c998b287a4148f99a9f73dc1100ee63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d54b8fe80ebd4dc1937b9a8919475b5a",
       "style": "IPY_MODEL_152451afaff2492cbb4065b32a53ec9f",
       "value": "Add Category:"
      }
     },
     "2c9e12e2d88c47449ff34c61837930b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5a390807818c44d2a1c8b99178d19551"
       ],
       "layout": "IPY_MODEL_b4ad4ab2b11d403b831d4260edd81b3e"
      }
     },
     "2ca3ff24074147469c5b71669470bc55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2ca9d62ece384ff0a7bafb0bb18ee9d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2cbae82c188742259ac85160f52d73bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_c94d03420a914ecfab0eecae2ae4f13e"
       ],
       "layout": "IPY_MODEL_9569b5ad52ae43339278dc09005056bd"
      }
     },
     "2cc70f88f56946d28d6f14144179ccaf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2ccc70f804b141218a5067a2653c3cd3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "ACC",
        "AUC",
        "F1"
       ],
       "description": "Rank Metric:",
       "index": 0,
       "layout": "IPY_MODEL_70d2f456964b4a00bbba1441edd0a38e",
       "style": "IPY_MODEL_111a32db23e54f66a0c1c0f273d33d9c"
      }
     },
     "2ccf274d79644ac1bc566bafba87dae5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_67ec9ae7766e4497ad5526cea6ec98c4",
        "IPY_MODEL_dd2f9bbe350e4f5d8853920f55a4fc36",
        "IPY_MODEL_32d306f5703e4100a4b6c3b68fca7f55",
        "IPY_MODEL_09d21dd4383c40348cdc3992137c14ce"
       ],
       "layout": "IPY_MODEL_ffeb70ce003e464382156ae2eeb243dd"
      }
     },
     "2cd5757f3c664579ac9067368a93176e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "2cdf9f9c60734b7ba2df76ab50db8391": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "fix-config-from-overflow"
       ],
       "children": [
        "IPY_MODEL_e18a7172ccea4406aa8f8d0c048a05e9"
       ],
       "layout": "IPY_MODEL_ccc03aabfbe342f6b37a1978b51e87c2"
      }
     },
     "2ce7adf3a41c473986a7b7dae2b44ab9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5e78c73c7d9344018313da6d0d586700",
       "style": "IPY_MODEL_2ca9d62ece384ff0a7bafb0bb18ee9d7",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "2ceb6c8f9ab74163a39dfad31c395c2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5400e30d15874e71a41de29724f31187",
       "style": "IPY_MODEL_a72b6661a8da4941a46ae9c8cf98fa38",
       "value": "<div class='divider'></div>"
      }
     },
     "2cfcccc8c69249379ea40b1f1e49ff7b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "2d019655bba64a22a139f948d266a0cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_50bca1dc3e54442ab93e338278ff85ff",
       "placeholder": "Input name",
       "style": "IPY_MODEL_a12ec2d7f23e4287b3f79711f81fbe40",
       "value": "EBM"
      }
     },
     "2d04e5e5242b4590aa4208a4953bca0f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2d22ad90039446e58674d4045ab84637": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0c47241b7a7b452d9225ecb685ddaf4b",
       "style": "IPY_MODEL_88c725cc89f44213a4ffafcddfcad562",
       "value": "<p class=\"notification info\">Excluded attribute \"Majority\"</p>"
      }
     },
     "2d246416de8947c8b4fe52a7950e0a83": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "By Weights",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_a0710ee645ee4ea298afda43fc9639fe",
       "style": "IPY_MODEL_978fc0b76a9e4cc6ab8e1fc4d1280c25"
      }
     },
     "2d265976a8c1431288a4065c4175a626": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "2d26958e388c4215903355a85a6f3b81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2d2fba0119024bb18479be16605a7a64": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2d40dae008ec4425ba9db0af4995c8c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_db1b4767e7674b848e202b46a0ed34ba",
       "style": "IPY_MODEL_423e0323812e4e19a420038aacac85d6",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "2d40fdca55eb41b5a7e70ee86c9fbe4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2d536aefd89148d6aa89722615b1d5eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2d63752bd6b54ded9a87d05c55373986": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2d71d6cec9044f4798031ffa7b8dda38": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "2d7d00bbbc164fc194ac432cb07fbbb6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3fbdd9c4140640078fc0eb44974b3969",
       "style": "IPY_MODEL_4fb53a32f20a4be786a37897d9fa9e9a",
       "value": "L2_regularzation:"
      }
     },
     "2d8010e452d94ff2baac8b56da21ba53": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_5191d926351247d3b01363db37708ec2",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "e154bddd7aa34220b6463f79620a096c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>No group selected</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "2d93737c152946cc9b94a07ec801d0a5": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_61a4b04c115a4c3cb90b4258fb7ba743"
      }
     },
     "2d9e0b86120c419f8fc38493c5e9085f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_72af8d454b9a4d1d91c4bea1a4ff413f",
       "style": "IPY_MODEL_f99c5d8e383346f4a0588005d7cefdda",
       "value": "Metrics:"
      }
     },
     "2db1c1c5dd8845f1b0e1f688c844ae14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "2dd825c469e44130b25c4e686c41b9dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2df3ab0bc740475490da19a303d38e2e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2df41eca53544f25b752bbfa49113cd0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2df4d7ff497d4627a59d85952eee19c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2dfc820b90ed4682b69ac055776bfd1e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d3f4d6cd3dc8442e9900b16f94be1489",
       "style": "IPY_MODEL_30645d34876545eaabd8454634b2059c",
       "value": "<div class='divider'></div>"
      }
     },
     "2dfde259870e4814902cee4bce186626": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2e08aa41f25245a8b49dc1de94ca2a91": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2e0ad1c9d4ea400a9c37811a3b0d3faa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "2e1833c7a30b4dc5ae9c200f7cf3e937": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_85047ba6607845ba9164f89689b402ba",
       "style": "IPY_MODEL_31d8cf65f86c4a5b8949dea32d3793ac",
       "value": "reg_alpha:"
      }
     },
     "2e30a0d9ebb64018968ef27a23a55283": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "2e3856a86ed04fa697617067818c7c88": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2e3a5c9390014240b6da8c45a4523aa5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_59bd7e41fcf64a2c8ad7c48cf1d465fd",
       "step": null,
       "style": "IPY_MODEL_97012ef3c53441b6af791e214a5914e9"
      }
     },
     "2e3a7bba3adf42a8a251ee57aa52d3ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "EBM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_0e50b3a94e17458fb649f32ca5c6f78a",
       "style": "IPY_MODEL_3e4abc9186114d14a5a10a03f1dbb005",
       "value": false
      }
     },
     "2e50fe910f4b4bf4a0934c21d5f03d3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2e634a10d5a14feca1ca34c2c3f59015": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "2e6edc185f204a7b97db5e7d6a49e3bc": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_574e065971314c3da5aac99b854c413f",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "b52a6e3b108944dfa82cc7d0a09a51f9",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Box(children=(VBox(children=(HBox(children=(VBox(children=(HTML(value='Metric:'), HTML(value='Favorable Thresh…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "2e7b022edc114d0e8df0dd69cf6bc5fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_577430efffcc42ec82de7da29350ea7a",
       "style": "IPY_MODEL_a96fd33bbd584a93bfc776dfce7279d6",
       "value": "<h4 style='margin-top: 0px;margin-bottom: 0px;'>Leaderboard</h4>"
      }
     },
     "2e8722aef53842648aa6d8b640b5aaa1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2e89488433ea4624968baaf5b740be1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9b154a10d8e94a54a73096db20754be3",
       "style": "IPY_MODEL_70a8a4689a7f442cb6f01c931d63c204",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "2e8c5600925b421a9019e38d410ff017": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7e32c92c5f52442ca58ca63d40e056c2",
       "style": "IPY_MODEL_41f957ee4dfa41259e77c6b9f9de2934",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "2e9a4ad6968e46588ac266773889084b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "2ea20e30817d4060ae73561c9c728224": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2ec5263e89844ec5b864601cb80b8976": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2ec84d14793b4f03816a0886503b3e31": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ff10a5370d7a444aa77a20cc6ac783d2",
        "IPY_MODEL_2e6edc185f204a7b97db5e7d6a49e3bc"
       ],
       "layout": "IPY_MODEL_ad38f4123c1743c3910325b8a19ab6fc"
      }
     },
     "2edaf5f0c0934c4f984acbdde67922a1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "2edff9a2de964ba3ae95dca3ceccc14b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_710a49ad916c401d95e8b593b5fb3121",
       "style": "IPY_MODEL_d5f9ffc1c93346f3bed5c9aebe2de3f5",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "2ee6d68b3d15483790c4b2988c1659a4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2ef0f5f34df3426ead5c09cc06d502f5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "2ef54123f81844b884e78cec3f28c3ca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2ef7d548e5d640d5918e83489792dd65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2ef8fba494cd40a8b917bc36a375088b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_35cdc0caeb2147b681f53ff4b000b0d3",
        "IPY_MODEL_8fa91188569340e6aeab7814f860a8b4"
       ],
       "layout": "IPY_MODEL_a7eddb7888b64c6786c279bd32626ee2"
      }
     },
     "2efa06f544ee45429c2c4f726bd2e6e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2f017c18df404f70ae531bf7b2828cef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2f0dfd353a794074946ea1b34b14e918": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_cb940853d893409fbe161124150aee5f",
       "min": 1,
       "style": "IPY_MODEL_bb9a01c013a5482393bb97308d5e5ac6",
       "value": 5
      }
     },
     "2f0e72c051974573b395b863e25ceade": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2f120463c8444643916cb6314f013f16": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2f1c519b0ff248c293f07fe53b16f79d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_be0f6d48033b4c97b325aaa35b89f7b5"
       ],
       "layout": "IPY_MODEL_93af8939d3ca4326bb434289651e4f7a"
      }
     },
     "2f22b291168a4032902344a081e6d042": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2f22c9cf1c8a418da9e4dc7d58cc9246": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2f268f7b361541949cc55d1c7c12eeb3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8c08d7806f714e09a69e7091da2feaf7",
       "style": "IPY_MODEL_b0f50b7aea8249d7aae8bed83aefaae5",
       "value": "<div class='divider'></div>"
      }
     },
     "2f2dc7f3784a413bbb1f0fc1a5933614": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR",
        "SMD",
        "RSMD",
        "Odds Ratio"
       ],
       "index": 0,
       "layout": "IPY_MODEL_fd1e01d795a74916bb23259a35d59370",
       "style": "IPY_MODEL_aee5429a44694cd8bf6ac4e86e1502c5"
      }
     },
     "2f2ebbca03724d16b057d0f3cee5a9d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3234d71f03f04652915b23f04bad99dc",
       "style": "IPY_MODEL_5fd6014077484079820643829d43d9ae",
       "value": "Feature_decreasing:"
      }
     },
     "2f336f1a80644ff5b6cacd6668a854d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2f350c4e90404f35b53a5945a0df42c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_283bb364c54a44c6a605c26179b0977e",
       "style": "IPY_MODEL_bf6dacfe9de047ee84e8f1101c439d9d"
      }
     },
     "2f4168abfdc744c597341ec34a94a82c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3be8b9f9bc574ffca1b3e01f26994c54",
       "style": "IPY_MODEL_1dffad71bc4b4d9aaa8bd2d6285f9f14",
       "value": "<div class='divider'></div>"
      }
     },
     "2f4732c354794d4bb9e536d960501916": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e3061f32766a4e6b95424e0418120d38",
        "IPY_MODEL_9da055cd44ea4d12b9e2c4f5c7616edc",
        "IPY_MODEL_fcbd1eb864c645b5b2b8816cc8148ae7",
        "IPY_MODEL_16e3b7fcd6c749489abb430f5b9089b3",
        "IPY_MODEL_4a914f1902524ba59360782c3735ade7"
       ],
       "layout": "IPY_MODEL_f6aebe4136244c8aa5c5b6ad5f90e663"
      }
     },
     "2f4cb067376243a4865f2c390b09aa64": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2f54730df520496ab294109ee7004973": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "2f56da56acd24485bbd60ecfba2e5dc0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e8d516aef9c743fd9f87f89ee69e3863",
       "style": "IPY_MODEL_496e68fa149346459cbdb842ef616a64",
       "value": "Batch_size:"
      }
     },
     "2f6b3440bc7145edbb8a1fb9d2267bd9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "2f75677097704d398f2e78b78ace213b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "2f7593aa88c04eddb33484f1c9e9f49d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "2f7bcd90740f4f148d858add05ba4ba8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "2f973d9bda954521abb29682fd97f443": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2fad6a5f3810488fb497f1ef9994398e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "2fadf398e7284b648835e5a9e1556dbf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "2fbb0d71c3ff40dd9186a116712a05d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "2fcfcc76860f47adac416e67d710665d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "2fd2781cae014c398e00ae927b90b12c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "2fe4765407fe451e9cda58e9be70deb4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6c6200482d5b4226ac3e7a9cb9e7ad20",
       "max": 1000,
       "style": "IPY_MODEL_9170c25bf3864a699fa5215773210ee9",
       "value": 50
      }
     },
     "2ff62078e487405e9de1c82e6991b533": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "2ff8c1aeb1274b13af0f3e5d29c28b64": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "2ff9732771d04b25ad039cc03a84ad88": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e9a3860a6daa4081878e3c6b45001694",
       "style": "IPY_MODEL_52548715fcc94a56a75bf3b8f239a705",
       "value": "Spline_order:"
      }
     },
     "2ff9a7414996406bb46db861af3b6707": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "2ffe821e64b040499db2b0d4595a4026": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "301a22baf609444a995ad6f1e72b1d0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a69d153a9ce74901b873ead3c1b855d8"
       ],
       "layout": "IPY_MODEL_2ff62078e487405e9de1c82e6991b533"
      }
     },
     "301fe5931f91486aab4baf80acb759e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "302195fdb9f24b899d433346982437b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3029b328430c4484bcfdb8d958db5414": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "302d66617e10419b9531323cd89b9169": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_32906ca3425b49c4bfdde04cbbfe7cb0",
       "min": 1,
       "style": "IPY_MODEL_d5b7b35c5ceb456094580de6be2a75e0",
       "value": 5
      }
     },
     "30311a084f9344109e89163af6061bd2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_1d684eed8fac4b9abe95e5b011515eb9",
       "step": null,
       "style": "IPY_MODEL_0a645432bb1646a2a662ffe6c8ec3659"
      }
     },
     "3044f1eeaa3b442589e6af04e3bb98f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "304912b02cd04d669bd82aad13669371": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "305506b8ad6344d5971023d4ced39f19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3061431ccbca444cbf137c5044c04205": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b8f879d320474a57bc9e63cf9124475f"
      }
     },
     "30645d34876545eaabd8454634b2059c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "307470d81c8d45e1aa0d4b4428b75a74": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3074c4536096491184ed12ddb327d5d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "3088ae5ef7144f839346cb8c99ba9064": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3092a526ca074f09b5fedb877e53e97e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "20%"
      }
     },
     "30938d3af00d4ee09e3dc4d27aab20a3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c92633c00f61441d96db46d46727cb42"
       ],
       "layout": "IPY_MODEL_c580e0c848e64f1995ffef9528e35af0"
      }
     },
     "30a7931eef38457f88f735f5c528947c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "30c3b099e01c487b8898bef70b18e76a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "30c8f87dd574479c9cbcd30b77e75905": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d9bfc969f22745ee83cb27c0db9896eb",
       "style": "IPY_MODEL_01f82b61b8ff4fa696590d4e96fc3c5b",
       "value": "<div class='divider'></div>"
      }
     },
     "30d1c22d53294ad2961139f094e7d054": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAMI-Net",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_eb39867eac4c4408a8c6ef3326cd87de",
       "style": "IPY_MODEL_78c41a8ea23a4188927aa6e471691331",
       "value": false
      }
     },
     "30da393149a94156a80870839fc33556": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "30e506a2fe064a92bc9084918be779c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "UPDATE",
       "layout": "IPY_MODEL_20b0e15389634d72adabb9436ceae2e7",
       "style": "IPY_MODEL_18c378f965b7447696585a323b8300ff"
      }
     },
     "30e61bd62b5f4fb995183efba87fea65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_548d2aa13d124aa1bd2e1563ac3a27ad",
       "style": "IPY_MODEL_6932f20c9c394781abd48c70b71fd95f",
       "value": "<div class='divider'></div>"
      }
     },
     "30ef168376894a808e76d98975af3af1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_880539ec00ef45168332e1abb31e3d2d",
        "IPY_MODEL_9d96d7b000954f00a766b1005bf4e61b",
        "IPY_MODEL_88d5ae48b9384798ba75619eb1ba263c",
        "IPY_MODEL_f4898bb6a0f647879125bea0b212a5c8"
       ],
       "layout": "IPY_MODEL_d400a286c8c2485ba66a7e6fdd5f891a"
      }
     },
     "30f6470481dd4b3bb97ddd3933cba8da": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "ReLU-DNN",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_bb7a419ed64542ab82b77029cf57502a",
       "style": "IPY_MODEL_f33980b74bbd4de394914b86c59a9bfb",
       "value": false
      }
     },
     "30f6de4528754b798c09b01f23546f29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3121a89f248445709c3bbb2f8378cfb2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "314781ea753640319d6f79950befbeef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "314d74b0d02d4d3486241adaf0a8c519": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "314f7aa474cc432691fc81c99c55d4d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3160199095884fdc85690a60641a13e4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "316b76757ded42a7b51b5ffa4a7756f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "317a67a976ed41fb9c30d9e9b8ed2e51": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "10px"
      }
     },
     "317e5a53a0604ffbbacd66e80f3a7c19": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "318dd7113f4b4d17b26c1cebcd6a3274": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "31993ea611454196a1482ae2ca27c274": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "319b1804fa014ed8bec9a4685e337341": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "31aabf69f8db4547bd546965a1cae41f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "31ac3c86fb154b0bb7f941796ca2068b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3db8378af71747e69987ca22f045010d",
       "style": "IPY_MODEL_8d00a0d63b174fdb9410ef92bad5dca5",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "31b18c0d24da47538f616a63017d1114": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f1c38ab6a13147b295b5ca854b26b9a4",
        "IPY_MODEL_caae08635438423485e9ed376d8d407e",
        "IPY_MODEL_5d514cc698374ba28762f4162c1c540e"
       ],
       "layout": "IPY_MODEL_78cd4860dfb2413488e87cddc44c4e56"
      }
     },
     "31b573faa5bd4250b3704f018aeebb32": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4375c01ab1e2471c8266046ba738322e",
        "IPY_MODEL_9598942c2be24b27a8ec897b2a597f31"
       ],
       "layout": "IPY_MODEL_d9ce994c266a480a8170b179a073fa2d"
      }
     },
     "31d8cf65f86c4a5b8949dea32d3793ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "31d95ef5c9d84a9ba86276db8e079a40": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "31e260215a9346c7b2a1f50264995980": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "31f2ecd1974d44bab83f73b0a30f0507": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_9f6372e74e654c0cadea0b7fe4cd4f4e",
       "style": "IPY_MODEL_482af95c25934373b0d5ebda4ebac33b"
      }
     },
     "31fabeaf031e4e39ac4885ac3b4b6f8e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2c9e12e2d88c47449ff34c61837930b9",
        "IPY_MODEL_6cf62959d3c648ba8172d0a857f6bf16"
       ],
       "layout": "IPY_MODEL_7e22fb2713554c8b808c7f5add1490eb"
      }
     },
     "3205577adfe94156a1342d49ce3412df": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4afc0b36679a433691d6425a204058c5"
      }
     },
     "3209b0b7da484796aa5d6a6ddd9891ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3210f49ed35d421a8d35fc0c17086304": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3212afe7ef4d4f1c87b0c8543d3490f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "32153b5ee8c64f7f830ca559c8f44f67": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_a897bc8bb8ef463195ed7cbcf37a9519",
       "style": "IPY_MODEL_0a6dcd0186eb453e9ba49b4967b68ef5",
       "value": 10
      }
     },
     "321b9b51044c4b74a3666bbb456c0545": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "10px"
      }
     },
     "32251a8c32bd4ec0be67b9217f0421e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b48519a5276d4779a41dd4a0a5e519ec",
        "IPY_MODEL_a4365ba781794594949bbaa42a810376"
       ],
       "layout": "IPY_MODEL_94bc5acac7824b558ed181484cca3b02"
      }
     },
     "3234d71f03f04652915b23f04bad99dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3240074e323246feb79746267617736e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3247bdddb7f7458ba0382084fb4751ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "325ea89a08864dbebaabfe23eb5097b3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1ab7b6c7e1dc4cd1822b6e18bc05c37a",
       "style": "IPY_MODEL_6aab71a24bee49b7835f3552f760620c",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "326aeff0895e481392eb5e2bfb8d6953": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3275719d04c64cae926a5607a344eba7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "327fac068e024797b188df9dac492e16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e4a4f906744a42dbb764cd035dd9c627",
       "style": "IPY_MODEL_9d5a634358e0422cbdf1c3136e460f87"
      }
     },
     "32906ca3425b49c4bfdde04cbbfe7cb0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3290deede38c4d11aa009259cd4348e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3292160c2a11479a9b987ba7a99a11bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "329af2e1e240479497f185ae1649a97c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "329fb7c0ad374cca80a9189a606ef7e4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "32addd35ca6e4dfd9ce0646e8cf8c300": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "32b3083683824733a6e32dd3ce2412f8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "32b45ca680d646249c47d7ae06c2bcf9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "32c1d20fbc7641299ab91d49898270f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_458bff44d4bf426aa16749b38ad6ee1f"
       ],
       "layout": "IPY_MODEL_ce0d512dfba34622891da63eb116233d"
      }
     },
     "32d306f5703e4100a4b6c3b68fca7f55": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_79473e7f47c545cfbe6c3743c49e51fa",
       "min": 1,
       "style": "IPY_MODEL_25ad07be993d4934877046d6d32f6030",
       "value": 5
      }
     },
     "32d5e876bad8475e9f6c11312354a090": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_04c05e31cb8749d799662f720d796034",
        "IPY_MODEL_3945c03d54a149aea2ab8b778103dfa4",
        "IPY_MODEL_cafa8f76cfc34f4fa7baaa2ffe563658"
       ],
       "layout": "IPY_MODEL_1acc3a565677479ea968c60b6a879be0"
      }
     },
     "32d886123f3f4e82ac3113bf298e7979": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "32e031c3c8174f5498a125e0c35812c0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "32e17a5977564e3d8a205d40726c3141": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_044bc910ad5f4da19c8626d67a948380",
       "style": "IPY_MODEL_377dbae885d9474588ea81419707f915",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "32e29b9c3fe1400e9f7382349a0eced5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "32e4509e022744dba18059bc7063dd01": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "48%"
      }
     },
     "32e5a5c371d341f3b91a406ad58fd461": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "32e9f34f9c77472d892f8846fd085e97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "32f946a6ea1c459cbdb83b3a0c7980ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3308c9621926496f98655dee66617fcf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1f144703f69143a482e157c14800e67e",
       "style": "IPY_MODEL_aafbd51cb97f4001b45498399cfaf216",
       "value": "n_knots:"
      }
     },
     "331792b1395c43f8a6675b159d974a51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3327b66962414f02b28aa7b817811a5e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "333396d98f37442abaa659a2325d6efa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_16529b3104ae49dca0f40ec0a64159ad",
        "IPY_MODEL_a4862797b7e7473ea27223c497c5d849"
       ],
       "layout": "IPY_MODEL_ec45ecdbaf354ec9887a85db9685e433"
      }
     },
     "3334dfb94e8846d996dd2a8814e40145": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4e82bfff8cc743019460fc75e9f01bed"
      }
     },
     "3345b5f4f8ec42608128ae8c6b0f5b8b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5a551d52c6c94c43996f943e0585bf9d",
       "style": "IPY_MODEL_55f4d8afa77f4d1ca1327094a47cf9dd",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "33469cc93dad46dcbf4aa3b24d2ce7bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3346a53245b14232833451c8ce17befb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "33470cb40cd14821986d6c0366375e1e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "33613a7d347a40f1bed58b3b56c78dfa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3362a70219ff4315a9bb1c9181b62891": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_00b8951c698d474cacb8c39b4029ba60",
       "placeholder": "Input name",
       "style": "IPY_MODEL_098d2037946a46a99a09a27ebb9e15d4",
       "value": "EBM"
      }
     },
     "3368504d0bc34585914158b026a9cf80": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "336abfc6ab96489b9959f8bc832b0a97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e63b785a70714bf69157335925352985",
       "style": "IPY_MODEL_e14d6da3d839407985dfaf480c55036c",
       "value": "Feature_decreasing:"
      }
     },
     "337c9d926931463db855931c775160b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_2637859f615b403fa0835b44546a2f07",
        "IPY_MODEL_9917c93ceeec4ce6aec4a51a8c0245ce",
        "IPY_MODEL_f6734ffc4aa148f399a71acf7951f7fd"
       ],
       "layout": "IPY_MODEL_7983deb8ac5d43e0b5f03a0acd44c2fb"
      }
     },
     "3383382a273243daa1de922783222f93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ecfb0ab2c0214e1a91030fb36aafb722",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_037c290b5b604dbda9582b68e3e133b9",
       "value": 0.6
      }
     },
     "3388477bb4b54ffdab6662fb98a662a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "338e4cad3f96478abbd41273e83309e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "339a9f119c154ff1acaa8759599a33cd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "339f5980a54e4e1296460fb3240fa303": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_7430f901cb3041d0ac298675420b08a4",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_e9da8f0ef0f449288d642fdac5b17a87",
       "value": "[20,20]"
      }
     },
     "33b751b6960b4897bf882e523ff9207a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_302195fdb9f24b899d433346982437b6",
       "style": "IPY_MODEL_1f87eac682004413ba53d3dcea3dcc1a",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "33bbd79cf1b344e58ce841f8613ff4db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "33c71e1088154abbb36c799c506ae24c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "33c91d66945c45d6ae8951052d117ef9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "33c9a71f8ecf4487987bdfc5ff83db7e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4fb15b952b984fd899209b6e675664c1",
        "IPY_MODEL_dbab9089e9fe44a88d59f93853578042"
       ],
       "layout": "IPY_MODEL_a6aae0eadea2422b8a43e48ef7dcb65b"
      }
     },
     "33d14828028545e084881f43cb13e511": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "33f5702ffccd4c139bf420b531dd3eb5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3418be6896c04514880bf743a7709136": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "342c63767d544f9eb117520d0e3bab29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1b81d5440d104e0ca0540ea5b049efcc",
        "IPY_MODEL_a04eb856972048f1a91dd6fa6449f1ba"
       ],
       "layout": "IPY_MODEL_99acdc550ede4287a12169c26d984641"
      }
     },
     "342fff6109244d49bdbb939a3082dd97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "34372bf34d3540cba81f1330b6962c7b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_02bc77aaea22417fb655ecc3ecbb7f89",
       "max": 1000,
       "style": "IPY_MODEL_8ac24e339f404acf9abc3c96f8acf4b8",
       "value": 32
      }
     },
     "3438331d01544e63837863da17da5a99": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "343da7fbfae141e69af850a72e4c3d86": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "34438edcdd28405786c791cfad5df28a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_baffd371dd4843e6af4585d3503f2127",
        "IPY_MODEL_6886295173a14f7aa811e205df77ba07",
        "IPY_MODEL_a1f84ac3cd5d495bb8d37b9d8a910122",
        "IPY_MODEL_0633c555f3bd40ed8c6a35a7972a61c5",
        "IPY_MODEL_0844c90382ba4878b756a0fb5ae2f5fd"
       ],
       "layout": "IPY_MODEL_db675d9d3abf4bf093998d2ec4e9490d"
      }
     },
     "344e39496b784718b46361300eb06914": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_957abe4fe4b048f0b2ee571dfbd6756c",
        "IPY_MODEL_f85b37dade9e462ba6bff1ec3cb65aef",
        "IPY_MODEL_57e1eb2e10cc4c18a4d99e502ec92e49",
        "IPY_MODEL_a09c9504772240cb8b5cfab66cb0ac84",
        "IPY_MODEL_2753349f9e0a4e2482c550a5c8af05f5"
       ],
       "layout": "IPY_MODEL_27efceef5ee6477fb75e7f776138f88a"
      }
     },
     "34583d8696424773a19abd357d5ec114": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ee78e8975c3842bb86c606091048c679",
       "style": "IPY_MODEL_32e031c3c8174f5498a125e0c35812c0",
       "value": "Feature_decreasing:"
      }
     },
     "3461bf5fb0184e638d0a8538b0cd1748": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_731de4b6576043fc9c22daddffe79f6c",
       "style": "IPY_MODEL_fbc928a833204cc8b7d4bf3f2c2f0bfd",
       "value": "n_interactions:"
      }
     },
     "346f0d0238ff4dceb9049f683866d39e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3470838ce70f48c9b7c129d8227f4f81": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "348333221fa747b1aa8a901c57d0a84c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "348590630ba14d0ea2ee83a79c8a04d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_140957278de948fc903ad141dc2f096c"
       ],
       "layout": "IPY_MODEL_2b22cff3ca0c40c0b36abe1e9afab8a3"
      }
     },
     "3487e0e25dac41848b96836b5d86982f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_88266fc3bc7742ba88551fca57a2a076",
        "IPY_MODEL_1e36ee0abacc41738a4c6879890bb52c",
        "IPY_MODEL_c36c9238139b44dab52674acd99eb013",
        "IPY_MODEL_0cd890edbd0d4f07bc23b066fadf6a92"
       ],
       "layout": "IPY_MODEL_26e08d9a444e4863aff77ac8c03d1720"
      }
     },
     "34ac3a201ac0423b9d39bdcc345fd0db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "34ad9fd95b4d44c1aa6c5350d562f35f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "34b4216015fa4f47a6b8b41abf29cc01": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "34be87a4b8594b73a0c9bbfda46805eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "34d0d8b269af44b383f3c5b4b097b78e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "34d1a7619b524d23b30e58b497c944f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_a1772dada5a140eb990e140fff957c8e",
        "IPY_MODEL_00511148a34941d4a12c799a5eaa47dc",
        "IPY_MODEL_c25e0fc9c34b4743a048c3b07e3f0c3a"
       ],
       "layout": "IPY_MODEL_8eaecdae178a419c984bed4922f3050d"
      }
     },
     "34d702c0e8a84b3fba10fccb25957b5f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "34df73cf45644fa0b8a47a2f18152407": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "34e3a6c31eb24cd7924291e9664c66f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "34e78e50117845b49ab8bf1091582792": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "34ebc3a39c7a41b8bc8fd9776c658e65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "34f362e18beb4919a49efe1d332669a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "35004708446a477ea38db5b2a7fa6479": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "3506a5f1cc594365ae08a171deaa2e92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_056748ea817644e8b6a7c9052e852cfc"
       ],
       "layout": "IPY_MODEL_34b4216015fa4f47a6b8b41abf29cc01"
      }
     },
     "350a98be04f243358700cb2be5a0ea9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_7b44d684cbbf40c9a634a5c95c48f456"
       ],
       "layout": "IPY_MODEL_8728b4b8008b42b8a9d6e131bc67b080"
      }
     },
     "350cf46ad738451eb4fef1bf9732bffa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "351147870e5e43d782ca98fa3d197d44": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3fdc651645064477b4e0652ed3836f23",
       "style": "IPY_MODEL_5d2e8cb32bdf4df980cec9d7d1894aad",
       "value": "Max_rounds:"
      }
     },
     "3511fbe11cff4760bce8243e2d982d67": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "35173b694b25400fb9d9fdcf961eef99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "351d987498834a658791f85ad1f1f602": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "35207d111bee42fa9d55a89038079b30": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3526aed3f83143ddb732aae37cb500e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bed6c93e22114fdf81955dc96913dbe0",
       "style": "IPY_MODEL_922c92b9059e493caa9788adb1c849cb",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "352968aead37406a862a5f69f64610fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3539293100eb4304918c310c8c88df19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_687219efa7744a1da75d6018ce53b185",
        "IPY_MODEL_ce549e63c053400daeb05acbcd5302b8",
        "IPY_MODEL_ab49fe918df24225b88fab9c360bbee4"
       ],
       "layout": "IPY_MODEL_b6e7f1b2c0e642a2b88a426a166aaa63"
      }
     },
     "3539a5376d2547df9290d64faa6864f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "353e53ef8cab4b7c97741beb7a80b8a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1c56525c13774d8e973da6b9dbabd35a",
       "style": "IPY_MODEL_f2c78eee7eb240e1a484ba8696263323",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "3540fd636780434f905156342dd563bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "35447bc394eb4b54b588875491f98edb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "354af78fd13546f59f41a14a78187c23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "354e2b93dd764abfb6ef370233eccf04": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ee8ad12932344d838fa34bba256dcdcb",
        "IPY_MODEL_becc79295b4448748bc02537d6ea5043"
       ],
       "layout": "IPY_MODEL_02e423704ab8478e8bedfae383e67602"
      }
     },
     "3561cf54fb3d4466af03aeeecdbe19b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "356d2f8d8d68485b950f8a2045217dad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a8272ef343d640e68d1da9de9eee5cb4",
       "style": "IPY_MODEL_1f7e7b75ab194da2b6c7cf4d6f947c45",
       "value": "Min_samples_leaf:"
      }
     },
     "356d791ca61c4ad698577b557126e472": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3573a32613b14682b44a979cc58d6506": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b2f6a774467d4edeaf6a3a67aa75d01f",
        "IPY_MODEL_77f93142d0744be09a2476c6d866d1fc"
       ],
       "layout": "IPY_MODEL_d2bb5f0544f44f9a8a67bd25070ea122"
      }
     },
     "3576a6a2cfbd4c4ebe79e77891d684a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "357b19d7b8b640a393da35e804084fa9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "357dba5bfebf4f9eaad867764b442686": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card-with-tab"
       ],
       "children": [
        "IPY_MODEL_b6651029a9f249069fb3cc53c130b986",
        "IPY_MODEL_2e8c5600925b421a9019e38d410ff017",
        "IPY_MODEL_8407dba5e78d4d58936a07d50075baa8"
       ],
       "layout": "IPY_MODEL_2c842e51684b4314a46d8d1a8f0b3519"
      }
     },
     "3582f6251cb049a6a13e03b238a99c70": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d6af903188864892b6fa8e89af871475",
        "IPY_MODEL_da004814db4d447c8f17604f8a668758",
        "IPY_MODEL_e90aab12385c46c78c52614bec651da0",
        "IPY_MODEL_841723655a0a4763929181e6d9181682"
       ],
       "layout": "IPY_MODEL_90eba43bf2d74cd89801c9e300617d21"
      }
     },
     "3583405185174b7bb8cc71f563fe2907": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 10,
       "layout": "IPY_MODEL_d820e7a2358e41349d2fad83d4af25a8",
       "style": "IPY_MODEL_4ee076ba6b244b8293bf5e1a77dfe228"
      }
     },
     "359a756147a848f4a4f6218cfa2b19d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "359af0c4e6eb4599a2bcc117fbda3eee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_92a57740f19a4d33b52c11367863020f",
       "style": "IPY_MODEL_5106651593034e2e94c322220d099ddc",
       "value": "Max_depth:"
      }
     },
     "359bc69b436944d9ab79fd897b6b80d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "359f73abad824c56aaf80f54ef67ff7f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "359fe010b5de4dca96864d6603dc0e9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7efaa5efb515469ab1b2b5e30b067be2",
       "style": "IPY_MODEL_37b5db090c4a4acabef851143a13ee95",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "35a35965c16d46c89e63717e5534277d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_44f36f3907024235856100cfb1539777",
        "IPY_MODEL_f7b97314b4754075bcb887ef39364e69",
        "IPY_MODEL_c9e74aff0ae844b5b2eab991f1af2c41"
       ],
       "layout": "IPY_MODEL_854bbbfcb822486cb14f0e6155621fec"
      }
     },
     "35a736e234884860b5275723e0d4a7f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "35b4bcbd26324744a690ea7e7d73ad76": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "35c53ec43b3b47f8b8f7dc453f492a9b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "35c982c8efc54d0bb45f682f0dadccc9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e9c7d9d119cf42a0992b0969e9d07537"
       ],
       "layout": "IPY_MODEL_bb617b253690467f891c040393276d72"
      }
     },
     "35cdc0caeb2147b681f53ff4b000b0d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3b92c40caf424b94bad34c7982888f42",
       "style": "IPY_MODEL_10ae154f349143cbb5d64836faaf21f0",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "35d1723102354aa5a62ee6eee8cd67bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "35d5181d2d654491b1e0dc738e2611ee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "35dc3646e7664f63933b744ba1ee83f7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "35dd83cf4c794aabb61d13bfcf06f390": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "35e67df490904f32b5717cd5c2a52f4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_08c1fd035cf54d8e867eb864ee5043e1"
       ],
       "layout": "IPY_MODEL_aa8fbc79eaa44ab99f35296c2de92fbd"
      }
     },
     "35ec259622a74a6fb3c1a20d91344a43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "36036452e0774d59af94f3a1e7b432a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_639da142882340708ed862aeb7ef908f",
        "IPY_MODEL_3928ad189188480381ed68dbf9e1b72d"
       ],
       "layout": "IPY_MODEL_b61a328a01ac4254abc16d84eb5cf624"
      }
     },
     "3607499193704248946aac6350fe1056": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_467b6320b1f24afd90fab6eeb3c5e5c1"
      }
     },
     "36150de4ba4f44e3ace6f2d33f16a595": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b40021b1b9fb405f89dbd3781bfc321e",
       "style": "IPY_MODEL_909ae54f37344c48b2a26033a3c709ae",
       "value": "Protected Weight:"
      }
     },
     "3634a82145f14164ac51383db313e0f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_45dfbe204a9d4f53b6ca15a487cfecad",
       "style": "IPY_MODEL_cf5a1fb556ea41129f7ba1ff305a4914"
      }
     },
     "363a60703a3b477bb152cbee99b1e81f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_28d50cb46de54f979b7ebddc7ed5fecf",
       "style": "IPY_MODEL_93ff3c0e09df4b1789d45029dd72c2b0",
       "value": "<h4 style='margin-top: 0px;'>Register Trained Model</h4>"
      }
     },
     "363f14aac7764b0aa7268a9168b54fd5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b2d41bb104da4b4cb87c0e633317f20d",
        "IPY_MODEL_a94fa68f467546cba08d46ecc8fda131",
        "IPY_MODEL_2e89488433ea4624968baaf5b740be1f",
        "IPY_MODEL_0e17c2457d094a949d1684c1683dafca"
       ],
       "layout": "IPY_MODEL_aff92c209b1f4102af9f99e66216a191"
      }
     },
     "365ab46c9fae4dd8b7b63f378a08bf39": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "365e857dbff54d5ead8f2ff7d303f48a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3667aa8d00f34d05a514173b58d60a86": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "366bd610289e4450ac621a8f34ed27b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "367b3ff7114b45afbfd329460471b8e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "3683a81986e14df3a0bacb31fbe0d1fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 0,
       "layout": "IPY_MODEL_0e873181c4bf4b3ea79f4ccb49cb2695",
       "style": "IPY_MODEL_8e2766fd768045559d372ab91852e681"
      }
     },
     "36862a2dc4d94dbaa37e05f4074c88e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "369ad7f4b04b4140a44f44257025a24c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f89090626ee34f62b153d8e7f4f3ba43",
       "style": "IPY_MODEL_5687d0dd8c514044bf568a9afc0ed04c",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "36ade43123434f53a6559c15a0bb4d61": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "36b29bc79b4844d59003e8de9df71606": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "layout": "IPY_MODEL_5b86532eb0964141aacc718a9ac4e79a"
      }
     },
     "36b97e1c38114ee8b7bb39cb64989127": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_8515dce3e98a4822b9c8a4005c7de7bf",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_e95086fd41a740559fd12e9f4bd3b6bb",
       "value": [
        25,
        75
       ]
      }
     },
     "36ce32896c654104808cd35789e756ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "36f5468222d3407dabbf3cd275ad60c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5902adf737e844f8ac9785da380bc2b1",
       "style": "IPY_MODEL_2af81206163c4f3d83a43beb99417c37",
       "value": "Distance Metric:"
      }
     },
     "36f829cf20694e319e3e5806c081ade6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3703650ba51f4b07ac2f52a629e32641": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3707e6d96bd84655a733e02e22d08f59": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "37186f1d0b944bc4b209ae57eb7739b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "37187b5124934c7abcfd47683038d79b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a58eafdd378244be9675e390dcf2e6de",
       "style": "IPY_MODEL_3a318fccbf344dea98964d3c3b08e910",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "371e63ebb2654488a99af5e1fb713a96": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3737555dbc5e4d57a4be115f1e22cd6d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "37433a8c84cb4b68a38cf094928102fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "37447e5fe9c6429cab4955a86f043708": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "374ff9a7684346e98504b65a70067e43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "375618482b4d493ea7f09724f9ea24d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3760469e17f244e88f6b563fbc9c4f43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dd81955fd47e4b608659a8e89f18bc71",
       "style": "IPY_MODEL_e77bbe9cb28049f3bcaa82223a681112",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "37660275a0ee420cb9658bb6b70716be": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "376ae7b899864a39a7dd8baf725f945b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "377dbae885d9474588ea81419707f915": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3783db99f6384d32b8002f53696edaf7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "37880ca9e7f145e2995a51ce49ca2fc0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3788f7eb2b2f47699810c686aca26138": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_83f17bbb22324a56a99873a7bffcbfcb",
       "style": "IPY_MODEL_0777f05b18f044c7a3bd11458e07c677",
       "value": "Max_interaction_bins:"
      }
     },
     "378acb5b86394074970e3e59d37ef6cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_211ba60ce36c4b2a99dfd5f09ef9073b",
       "style": "IPY_MODEL_9e77342af6664a8ab05632df8105ba4e"
      }
     },
     "379a25d27c6d482c9720fb8835f21b6a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "37a28c55673a4ebdae59229a2116c096": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1589b7f9cd4e47a7a39eb89043f18f61",
        "IPY_MODEL_ca5db1a0229b470cb7819b785bfbcabb"
       ],
       "layout": "IPY_MODEL_c274d0e7544f4c358e3820b9c2cf7faf"
      }
     },
     "37b2617f81c747d3892f99fc457bab3f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_19ae5bc3ffd04bd4acf6756e95f9b1ca",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "37b5db090c4a4acabef851143a13ee95": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "37b88af3679c4ff18a4c4ab6aac7e5f2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0e2219fed6bf4240ae30596449b0951a"
       ],
       "layout": "IPY_MODEL_d4e09396e14c45289d46820eae867f4f"
      }
     },
     "37df89a66ec847c5833454a5e9abde4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 11,
       "layout": "IPY_MODEL_10b922bb8b4143bda85ea91ea5a438c1",
       "style": "IPY_MODEL_582b871384be47b6b6b3aaa603cb7924"
      }
     },
     "37f090b8bcea41f8bc5a851051160898": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0.0",
        "1.0"
       ],
       "index": 0,
       "layout": "IPY_MODEL_e274c638927b401e862fac51f04dba45",
       "style": "IPY_MODEL_ccdaf69b78c045429122fe9ff194d55d"
      }
     },
     "38033e9fd4354bc8b84a099cdf5d1882": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_e6415eb3b04640eaad245f65a62c7d9d",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_f699a8fdd88646aa8cd64441244d3156",
       "value": 100
      }
     },
     "3808fe35cb14498a8d440df101463902": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "380f1e7ed7324d519cd278ff0ccdc4a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_27641cf38add43518e9c26e01029adf0"
       ],
       "layout": "IPY_MODEL_628cdc4766f74654acc0ce7d58e2a85e"
      }
     },
     "381a508ba90943f4ae928d36eecd82e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "381c72d7ff4a4b688d1fbb049d3ed483": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_453e75268ba347a3b8322f6d34c73770",
       "style": "IPY_MODEL_a5e714ffd8a545ffae332ca30d63f6f9",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "38326d7a070b4b1b9838d5e797a859d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ae289c07bbb2419386cbf95f5a624f52",
        "IPY_MODEL_9f8a225847b449c0843bd08425395122",
        "IPY_MODEL_8d905133376540e197d5265adf568ee9"
       ],
       "layout": "IPY_MODEL_b920c802c618450e90eedd83ecb45dfc"
      }
     },
     "38376b2c9bff436b8878e2d9dac03ff6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "383c27fe45ff44ff8ce79afa975c7e16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ddf13a72cb8e4126b839ee634f83bdf8"
       ],
       "layout": "IPY_MODEL_58212055010244c78c586ab2ea74edd7"
      }
     },
     "385060fc042c4182a979dbe17ffc0904": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "385b32ad4f57407ba6b2cc1246c9803a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a252e57af4604c138610626282e11457",
       "style": "IPY_MODEL_5142ff28f59c4ab1b4522734f68372cd",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "385c49028d4c4b2cae10566e98924f86": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_78dfe0211fa2491f9e99c09f019f4eea",
        "IPY_MODEL_c68b4eabd0c9417f899fdced30be6884",
        "IPY_MODEL_ab6e3b1faa86488e965fd10a89e6c749"
       ],
       "layout": "IPY_MODEL_c2201c291f6b44769063a816c3180b5c"
      }
     },
     "38664d6c196d40cd8ff70210b4b5749e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "386de08eeb53496388b36fd78e66861a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4dc514f813f84dcebd3acddc996d07ed",
        "IPY_MODEL_00c02032077b4f91ae60dccc70be793a",
        "IPY_MODEL_84e398cc47e34660b29ac1b218e4a792",
        "IPY_MODEL_96fa6cbf72b744d4aa95a353076169d9"
       ],
       "layout": "IPY_MODEL_ab8ce698c89e46659ba5e1df7ce28dc6"
      }
     },
     "387b6673f9c342b28db05cbed66ba1de": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_80704965aa664d678b5ffbbd14d00bbd",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "c326a171d85c45a99577179e4b40e427",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 5px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "5bc4cb755a9542348bbf71d41f07df68",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "3892f7c9a6944a1086dcf1b52ee5c112": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2627f43dea12419686644bb82fb49298",
       "style": "IPY_MODEL_2001f867a9d044548cb293a87c4b5947",
       "value": "Random_state:"
      }
     },
     "38984f24e9354ced9c79469a60871062": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_98ea7a72bc3b4ef0abf2b4e9eecc6930"
      }
     },
     "389ce01ff3374d52832aa9c3162f0b08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fd82ec86bd2b4c5c9f4ed82a032b0c3a",
       "style": "IPY_MODEL_f18e8d1ff4ae4b06a0391a042323898d",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "389f2f856c8a4811a987b468456a00be": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_6a407baa2a504a8da814b3e8e207be71"
      }
     },
     "38b9af713d974415bd1bb239f22c0196": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0b296bafefff4cbda7b5c71a0f2fc1f4",
       "style": "IPY_MODEL_cb9c13e74829456baa691382b73ebfe2"
      }
     },
     "38bbb0d4761d4b39898f314606aa28bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bcc5cf6e960b4e79953e6ddb5febcfaa",
        "IPY_MODEL_3308c9621926496f98655dee66617fcf",
        "IPY_MODEL_69b38cfbd70d44fc9fd460e33fb2bcf5",
        "IPY_MODEL_955b1cf2298b4cd0900a29bd3e30a7c1"
       ],
       "layout": "IPY_MODEL_b6082b51883a4a3eb126c5177d3084af"
      }
     },
     "38bc96914ae14895a703c2414f23f4c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "38ca9e99bc6f4a0288224dfa0a0e3ab6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c6c6e3a4b87d42428bac96ef40561d8f",
        "IPY_MODEL_8aa76748fb6648b990ff5ed3fda03e27"
       ],
       "layout": "IPY_MODEL_796440a0c0c743cead9ff0554f769fd0"
      }
     },
     "38d0feff39ad4f938df5604a99d3c0ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b051e73f435f4f9f97243606f3d81778",
        "IPY_MODEL_baa03aa543a5457b9f77f23b96ff32ad"
       ],
       "layout": "IPY_MODEL_55b849cd75fd491eb5cdc381d3ff297f"
      }
     },
     "38ddfaf8756141cf92ee257c9170f115": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "38ded588e52d4bb9bc9b4d7abb4cd116": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_9ee68a54d29f42a08f72e0c1f9cd2af4",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_c1d06896b4494ef79f6ac279ff546f09",
       "value": 100
      }
     },
     "38e26fda4031453cb0579ebf9d2bc2f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b1d639f5bbff443089c725288f88e1d3",
        "IPY_MODEL_a5fb5a89cc5d4b618029febb5c3f9079",
        "IPY_MODEL_3760469e17f244e88f6b563fbc9c4f43",
        "IPY_MODEL_6860c70b136249e691d3ad7fd63a09ca"
       ],
       "layout": "IPY_MODEL_f356cad087ab42fc82896a9e03092861"
      }
     },
     "38ecc18421a34e3cbc913c8b327a7866": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "38f0e077909c4eb59b495f7559da070a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_4dfe494d05254589a1bdf1c5775134bf",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_8d02b52a0ce7463e89a58d225b7f2dd7",
       "value": 0.8
      }
     },
     "38fdb57f9641425783573b156cdaa003": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_faf321bc02b046d895a62f1274d4eaa0",
       "style": "IPY_MODEL_a66fc2d053334af9a13801a582d4c54b",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "38ff37aa259b4ba8aa22ba6d57ad198c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3901dfa2734d4d9bafa908b59398ca6a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "3914a383ebe049f5abdae82054acf965": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3914c295edc04ae3b357b83c355bb3e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_329af2e1e240479497f185ae1649a97c",
       "style": "IPY_MODEL_818808c4231d451282c89a62ea29d900",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "39215a379b83484f9367286277f29280": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0cc8519ce56e492f9c0474111924f6fa",
       "style": "IPY_MODEL_3fe6012de8d640b48f3e03f16b2723c5",
       "value": "Feature_increasing:"
      }
     },
     "3928ad189188480381ed68dbf9e1b72d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_078202d7be5b487abbd0f6478c22e721",
        "IPY_MODEL_18bfadb628d64bd19ccb915653a98278"
       ],
       "layout": "IPY_MODEL_0480c92f631a432db50a1a74c7446970"
      }
     },
     "3930a567b0744a71aea97c74fd9236b9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_bfbe80550e7246818d585343faf1af2f"
      }
     },
     "393430a132ee4d14b34815c34cbe5a4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "39366bae533242cb9d46faa07b087584": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 10,
       "layout": "IPY_MODEL_0de2360879ec45858ca62995044299b7",
       "style": "IPY_MODEL_5798fea25fa648e29976f95898b9e7c7"
      }
     },
     "393d7655922b4a99aa12f5ddc55a254a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3945c03d54a149aea2ab8b778103dfa4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_745d29f47e26492fa76eb947a1012071",
       "style": "IPY_MODEL_14f25e4f2b574bff898230d3e6544439",
       "value": "<div class='divider'></div>"
      }
     },
     "395558d8eb0343f9b9378ac6fe17ebe1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "39664ec16e064e6d901dcebcaeca35f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_488d8c420ccc478e9c5a7e9eb20cd8de",
       "style": "IPY_MODEL_8187f212ca634ed395a74957bf76783a",
       "value": "Feature_decreasing:"
      }
     },
     "3966a5ce03cd4bb1a16e5d450a6ca555": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3969ebe6173a4975b75b263d39970a15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3995529c8d9641389caf7a8860b18010": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "39959af495994b3fa9c6872cd5008f99": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "39b0609656874544b1d14ccc043ea152": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "39b64a81e5464074ae3138eea07d7c58": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "39bc4d40cddd4742b13e73f0d1458e97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_92dc68f9f6dd49fcae45a9e3853b043c",
       "style": "IPY_MODEL_5e2cfea9d1ac40bb817b48ffe7557e02",
       "value": "Learning_rates:"
      }
     },
     "39c23d0fede049b3a6bbecfde0c72b26": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "39cef4af7d5445d6b674890f9f1f95f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "39cf24a370ed4a9b8fa4ca0a1f126ce6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2d8010e452d94ff2baac8b56da21ba53"
       ],
       "layout": "IPY_MODEL_0760812f90a94b979160634d774984b1"
      }
     },
     "39d9ed4284f44b7fb3cbf1d83b139d3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "39da7a08ab7b4156aeb67bae3d5552cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "39e042e2481e4b25a6feb1edc343dd55": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bc9736b7483a44b7a339bb41739cdd94",
       "style": "IPY_MODEL_9591bd04bcb84dd285331639a10e9798",
       "value": "<p>Sample Weight:</p>"
      }
     },
     "39e41e4704894afabd3008ed44b20c14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "39f3c01bbabb49698df4c3f89a960088": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "form"
       ],
       "children": [
        "IPY_MODEL_1577722aa84941d9949e39876a8e349c",
        "IPY_MODEL_ab74bdfb278a4c68a43f40900304ae6d",
        "IPY_MODEL_a6eddea3ec584753929852f791cfdfb0",
        "IPY_MODEL_e528cdffafc94328a10675e8b7fb9bbd",
        "IPY_MODEL_b709a7d1a665420cab46ce7821a9f21e",
        "IPY_MODEL_c4e2a216b50f4e56aecd6260fcd9fcb6",
        "IPY_MODEL_8dbe5bdeb3054d35bd1e38ef3bd2c140",
        "IPY_MODEL_17917e786dfc4bb5a9a498a00d8052d9"
       ],
       "layout": "IPY_MODEL_65e0f3f163544f66bfa4cbffd5c4cd2a"
      }
     },
     "39fbb84f44f245db8848dd2dcc495a2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_48353fbae00c4b219cca1c9421fdcbf9",
       "style": "IPY_MODEL_3c075988551e46ae8efcb0756a49119d",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>GAM</td><td class='ptd'>0.8509</td><td class='ptd'>0.8480</td><td class='ptd'>0.6034</td><td class='ptd'>0.8524</td><td class='ptd'>0.8505</td><td class='ptd'>0.6074</td><td class='ptd'>4.4</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "39fff63899244c838591580efbd447e4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3a09ed1ce43c49f2b1da41ba4e0c99d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3a0c06367b034de2a03b53e4c0c8df2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e870f3f07f0545cdb3843bcb82670966",
       "style": "IPY_MODEL_58c71078b5e24f5682a50fac53a46109",
       "value": "Feature_increasing:"
      }
     },
     "3a1709538997415c99a0dec08627eec2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3a2e857d593d4bf9b9e47277c208fdd3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3a318fccbf344dea98964d3c3b08e910": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3a3fc0f460704100be37c63529b3bf47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "3a5a49a2103a4971b298d0da8fa1be2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_333396d98f37442abaa659a2325d6efa",
        "IPY_MODEL_dda0bf97889648a5ba22f507a7a18a67",
        "IPY_MODEL_9b926a2cbc0c4ce18eb2f096fad98307"
       ],
       "layout": "IPY_MODEL_2fd2781cae014c398e00ae927b90b12c"
      }
     },
     "3a67d97faa8d466c80fa2fd47f442b07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3a6c1ac65d8b4c13a89f13ac9290b6a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_57913db6d54b40198ead3f8946f56751",
       "style": "IPY_MODEL_76d693553fa04ecf8c6bd944b4473850",
       "value": "reg_alpha:"
      }
     },
     "3a79db1637c74cc78773a624fb336b19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3a9c304889694f4490261caaa5734b9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e0431a90840b49a9a6dd9cc9b7b2eba0",
       "style": "IPY_MODEL_58c8f3c2b8b2484da6dc5d1a0a96a184",
       "value": "<div class='divider'></div>"
      }
     },
     "3aa07568b469423d92ca18e044487683": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_0e346189b6a145e69f951ca2cca99996",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "684460f15cb64d199beb29f022824e87",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Text(value='', layout=Layout(width='auto'), placeholder='Category Name', style=D…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "3aa0b47348484a04bd21125a36133bb1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3ac714f543ca428f9e8ff3232844cf75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_43ccacab32e141068c729974099ef07c",
       "style": "IPY_MODEL_331792b1395c43f8a6675b159d974a51",
       "value": "Threshold:"
      }
     },
     "3ad50c31bab1487fa6e4f3aa963086b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_584ef5dba06348b690312d04605ca99f",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_b41ff6be9a6b462788c331dbedf05f5c",
       "value": "[20,]"
      }
     },
     "3ad5250c2a054166b62d18ced582c127": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3adde06ac65249f7b3b2f29b9dbc99ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "3afa2cfb26dc43569ca91a3f22563a29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3afd666327734a4fae2d4111d23b1822": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "list"
       ],
       "children": [
        "IPY_MODEL_f82bb4f5a9514b2abafdc3ba43077511",
        "IPY_MODEL_4568b1be06c5457ea41d54dd960f8023",
        "IPY_MODEL_48f6d16441084da4932c45435f3a22c0",
        "IPY_MODEL_7ac52a41e24f4383bcfe6fc7120ddc6d",
        "IPY_MODEL_1fee4f406823460a8b0bbb0d73d23293",
        "IPY_MODEL_4b68815cd37f4f6dad4b44343b6127c2",
        "IPY_MODEL_bda937d9de38443697b0ea62fd2408b1",
        "IPY_MODEL_b1572cab483e4c9e91335ebd3e2fa002"
       ],
       "layout": "IPY_MODEL_6dd873239cfb4f61b0b4a94b07a98389"
      }
     },
     "3b031f7df69f49c3b41f3e6938d01ad2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3b066ee81fac4882bbe3ebca6daaefa0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3b080ea8bf05467d9a94088090a4af07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 0,
       "layout": "IPY_MODEL_17f1bf55de6f4cc48d7b2216202a9edf",
       "style": "IPY_MODEL_4ff65c5ddae94b8aa41ee92ced26e899"
      }
     },
     "3b36d58a52c242999c30199269e6da3e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0ab4acae32f443cfadcd1c09d3c58659",
        "IPY_MODEL_b1c10b91e4924a93819943b986ff37f6"
       ],
       "layout": "IPY_MODEL_b91d422d5542438dae510669965b4f22"
      }
     },
     "3b394db3c59b4562aa74cdb069b452da": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3b3d8e331cd841ecbc0f4750b2892bda": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_bd0c249290664bbb8cee477facc2e696"
      }
     },
     "3b6bb76bdb814034a542fbd7a0b3945c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e964a501f7ac4bb09cbc1b7b04c3cbe1",
       "style": "IPY_MODEL_8b199330e43e4b1ea56d99e9b87c4c25",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "3b70601b845e455d96e9802b2001a8f5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "3b772e3857cc4366889eaa55ae0a9164": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_4f8dc1b960224e0a8cedb4ca52fc9369",
       "placeholder": "Input name",
       "style": "IPY_MODEL_8bd9742be5ed408790716dc4a5572d85",
       "value": "XGB2"
      }
     },
     "3b7ed24885b84735ae8f2a2a051227f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d770c21fb6eb4aa1b3264e4796328cd6"
       ],
       "layout": "IPY_MODEL_4a1e174892b0499082eefa647116cce9"
      }
     },
     "3b804bd886804b058b5e9c63e40e2b4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3b8867b059d64c3b80b7dfc6ee532e60": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3b89d82fc1454ccf92bca52455b5e5c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_18d60a2470804cf6865240bf8e073d51",
       "style": "IPY_MODEL_5a21a767af294e049ef57a5ba89329ec",
       "value": "Favorable Class:"
      }
     },
     "3b92c40caf424b94bad34c7982888f42": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3ba95e62e54b46a1a0eaf92d4d89a51f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3badf67d15d74f46bb692a489d8fcfec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "3bbc5632f216400fa04bda28046297a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5f0d081142d440279c172b55786361bf",
        "IPY_MODEL_ccd78b41f3344e23aeaaf66c5e93f569"
       ],
       "layout": "IPY_MODEL_e3fd829c741346e58fdf9033ecf2d91f"
      }
     },
     "3bbc86f12ac74d73af9d558339bf633e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "3bc10842b3e441c39a144ff5900d1145": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_fcc673417a3948a7bf482a93cda672b6",
       "max": 10000,
       "style": "IPY_MODEL_001bad69d28545aa850145ac7817a5f8"
      }
     },
     "3bc1b4cd4da747f89e019cf24cbb036d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3bcf02925c7b4b96a1d25d775a6d8543": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e82db4d285094807a03a3571e8f2bbd3",
       "style": "IPY_MODEL_644e72ab76b24d9eb6c8e38fc34d16ee",
       "value": "<div class='divider'></div>"
      }
     },
     "3be8b9f9bc574ffca1b3e01f26994c54": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3bf3174e9a554a0eb4da00abd5037481": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "3bf44b405fe949e3aac78d9a69cb71c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_baadcc4a27bf40538c75db9ca0c24420",
        "IPY_MODEL_4dcb644db5a742ebb24c4c0ca88c888f"
       ],
       "layout": "IPY_MODEL_4f45600e57e44454ad03c90545167943"
      }
     },
     "3c075988551e46ae8efcb0756a49119d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3c07d6f0959b4f5a8c83c0ae306272e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3c07df4eed79423fbd042af7083929c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3c19efc93cd9482d83fb8b0ebb34743a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3c1ddc69388b45a487411fc0c94f1654": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3c20abc9c67c4e60b439a260e5ea8970": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3c2b7f1f070d4e7ba0d769880bf39cf5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f5c071b145644c2eb9be2a9c41a3dd5d"
       ],
       "layout": "IPY_MODEL_9b77a7fac6dd4995bd944ecec3c5ae59"
      }
     },
     "3c35fd656a5945c091326de0937f2f5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_713880ddb132449494d8463a26dc3a2d",
       "style": "IPY_MODEL_5b6a1d99244d4e7cbf2c9a221958e82b"
      }
     },
     "3c44a8735f72492ba4aee5902a0bea43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_266a370b71e244f6a94901038f2eee44",
       "style": "IPY_MODEL_bcd9f9adc53f40498d3a4fbe7926f841",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "3c618181af334a86b0bfa7c7eb78c8df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_619cf902ac89462eaa66721844c76811",
       "style": "IPY_MODEL_ef474af75ee3449b8690e09856d89f11",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "3c7030bf6dee40358b181de71115e7f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "gini",
        "entropy"
       ],
       "index": 0,
       "layout": "IPY_MODEL_4289afb726d047d3a9f8a8ef5060e1c5",
       "style": "IPY_MODEL_eaa07db04e59468abd8a8b7372f09bdf"
      }
     },
     "3c7a454b3fd8473894d06e01f6e399c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_efa18e43275b4c1da5564dfe9fdf4bb2",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_3b8867b059d64c3b80b7dfc6ee532e60",
       "value": 256
      }
     },
     "3c7cae55e74d423aa94d4a9cff740229": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3c7ea5ed2b9d409ab46a9f40bf88f1d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_54c2b96917ca4f2dabd4331d39472216",
       "style": "IPY_MODEL_c23b522ba3994921807aae066c289e48",
       "value": "Threshold:"
      }
     },
     "3c85d66339f74f789a77dfc1bbf12792": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a9dd602a7a604f4d9008ad7f93257d4f",
        "IPY_MODEL_d41a46864b9e45459be53e80537e5ebe"
       ],
       "layout": "IPY_MODEL_8ef922e30b4549b4b398b9a203e91493"
      }
     },
     "3c8ded2b90d14bf5a5fb2948adcd7324": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_39e41e4704894afabd3008ed44b20c14",
       "style": "IPY_MODEL_d09f09ad8d1c4f5a9d6b716672fd9e58",
       "value": "<div style='margin-top: 15px'></div>"
      }
     },
     "3c8eea9b8d284956804faad3bcf768e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1b469270b9544a919c96de38c9a2147a",
        "IPY_MODEL_91e4b499f88c4c57baf1a3942012c753"
       ],
       "layout": "IPY_MODEL_5cbef02ede334ca0bb7abe60c9b7fb99"
      }
     },
     "3c8f82802a2740248bf914f118cac84c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3c91d6519bb4460dbed48a0fc524f072": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "3c985c2453794aaa92beddb4d1917e95": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3ca1962aa8ad4090befe4ab65e8725b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6030671e16114656b2c3f0f248f5fa5c",
        "IPY_MODEL_b06bb29e475a4d5cbe89a22165d60805"
       ],
       "layout": "IPY_MODEL_9ee4540e87524a448baa8d0444f823fb"
      }
     },
     "3cc6d02f49a8440a911f00ef578ada26": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3cc90fb1a40c49bc9fa049ae5be15759": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_65c09d13e7f24fb98bb16701be78642a",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_00bda57769f64b0ea8f2bbba62669bc3",
       "value": "[20,20]"
      }
     },
     "3cd579f9a73d4574ad63f6ef9f70e721": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3cd7d6796abc45a499106081d566db14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "3ce5c2d0e7c4415b8261186702d48dbe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6d343f12db08402eb0948aebcc18ae69",
        "IPY_MODEL_b3e270ddb1994166a8afe5f8851a3169",
        "IPY_MODEL_1f4d91268fae44808a28c4357ab512bf",
        "IPY_MODEL_8378d8ba0f5a4f4693e0f0de792ce2dd",
        "IPY_MODEL_524b9021455945079d57964d10df6d1a",
        "IPY_MODEL_c039688d40b74dcf94ff11d593e9820e",
        "IPY_MODEL_caae6fc0fd78481da593a1fff0de7a62",
        "IPY_MODEL_941575f3d94d4254b6c285e129e35228",
        "IPY_MODEL_a1561f79bd114b45a6c293cd82ca81e7"
       ],
       "layout": "IPY_MODEL_7900b57a930e41d5847b3261b934dd0c"
      }
     },
     "3ce5c3869822434c85ee19fe32c6a6fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3cee3058c1f44a5b864eb4b57b2aee1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fb7a2e76b01240268246066f7eeda318",
       "style": "IPY_MODEL_0dca8a76068e4850937e7226e49bd7f5",
       "value": "Feature_decreasing:"
      }
     },
     "3cf85c1757d44ef4b602d14536934c3b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "3cf8b3e0831f4b47a7dffa63507f198f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "3cfcb3d1b4474b37832b5b8a1dc11dd3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bde35c1a3d1f4411bf859a985647339e"
       ],
       "layout": "IPY_MODEL_157e7fbb9de34734ae5866b1ef1a6aa9"
      }
     },
     "3d059be988d64f758ec1716de3b5db02": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3d074078a02e4c7cbe1b59b7144e348e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3d16849bd2964af1bfa4ab49a4fcb370": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3d179c6afb14432fb868ff470a6fe9b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3d275d3c59e94d609261d341ea409dcf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_15eeb40cd91c4fa491df44db9b33be22"
       ],
       "layout": "IPY_MODEL_e40971b7a985428186665c0f67e1c2ae"
      }
     },
     "3d287cadd24240ba8475c7e7af65744b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "PSI",
        "WD1",
        "KS"
       ],
       "index": 0,
       "layout": "IPY_MODEL_db0b438de7514ddc85eb79d7f606780f",
       "style": "IPY_MODEL_92f88a4eb8754cbd90060308271dffc6"
      }
     },
     "3d419f578fa047a098ff3120ea327992": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "3d558d76f393426a86c379bf9d8bcc58": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_889ddd2276ac40b2a8da2e54f0ff5e56",
        "IPY_MODEL_5dcd0f90aacc419d92426ae6484ac011",
        "IPY_MODEL_ea7828527d23451db1205ff3b1ee55d2",
        "IPY_MODEL_efecf02f29a9430296105fe35777fc17",
        "IPY_MODEL_cc9d7bde4c7b4050956665723e436490"
       ],
       "layout": "IPY_MODEL_8d22137edecd435698734aa801462ff9"
      }
     },
     "3d5d4d8f4d864da6bc990123aa5f9a7d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2a864020c5624dceb20a3c726011d77f",
        "IPY_MODEL_ea0ea7ee1a5e4524803f593d22246647"
       ],
       "layout": "IPY_MODEL_9368a28e0ea34f5f8ff98fd4f1458e00"
      }
     },
     "3d7387313f64446a8e6aa1cb4b93fcbd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3d81e8fced5f4f149598e7a100272942": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3d998e4f38b24195a76c2e9164871e82": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "3dafa2671fa2439ab14974323255a12e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3db7193f428543d68806dfa437d72be1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3db7311638f94177bb0d812ee677f087": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3db8378af71747e69987ca22f045010d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3dbec867e862452da86cfc3b754a4b19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_891a90a44103460b9e3e995742898db0",
       "style": "IPY_MODEL_56f2e2309392489580f533e800e6ea46"
      }
     },
     "3dc01ce9a2a94f80b671ae11b78f229d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3dc0d088bbf141adbda74d43c6b32780": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_069dadf2e09e4a0190eee3eb1bef8d3d",
       "style": "IPY_MODEL_b2e47003d6ae4ca4911621665ef144c7",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "3dc66ae2e26d4f3aa633076cf6b18067": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5fefacdd7e3a4f4dbfb1fe26a032752b",
        "IPY_MODEL_ec97bc5ad2b24faa892e01a2e3c88867"
       ],
       "layout": "IPY_MODEL_0c14c012309548ab97c1df8b5c4a1e7a"
      }
     },
     "3ded1a5d899848ecb82b59551b6e6a1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3df4736fa7864186b4332dd69c17701b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3df5e8ca11df47ad93a88e3c9c0aeb40": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3e0015e6988545d2a463e381654e282a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "3e17d52db3824d11800e5b6c411a8312": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4ccae375cd634564a81a0f5f1a0c23d0",
       "style": "IPY_MODEL_dc2269aee8604e6eab153ba16bf64059",
       "value": "Max_bins:"
      }
     },
     "3e1b1bd88d554d8ea8cfb4c9add913e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_14f3d914f7c548e99327f695f818568f",
       "style": "IPY_MODEL_4521f4b20ef04ef3b036874c71d2af4c",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "3e1f15246afe48bea8aecebd0322fae0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "3e22221eb2cb4bdab2891ab6f64a56bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0bfebc5044ee47cab965e267645eeaae",
       "style": "IPY_MODEL_295666248551404987c94d6a5a986783",
       "value": "<p>Random Seed:</p>"
      }
     },
     "3e37d927ad2049eeb7dd4558044604b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_62a3b22c2da9454592e2dec05a79994c",
       "step": null,
       "style": "IPY_MODEL_1b050a2e705f4dc4ab0557d2074f5c8b"
      }
     },
     "3e3eb2c07ce9460daf73c0ef6467a5cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_100dc8d4886c4eaab186890b0e2bf511"
       ],
       "layout": "IPY_MODEL_d028182912894c0c909605b300f94b43"
      }
     },
     "3e403cacdeac40758bb77f12d9ab7db2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_86ef3097ef134baa93088a41a05aec52",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_565a0c1407454ca89b33d293b0676361",
       "value": 0.001
      }
     },
     "3e4170502786484c9958d989597fc889": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7fb3f33b920248b29046f8f5f4a8f0b1",
       "style": "IPY_MODEL_5d6f3166376649d9895cf2c9afe4eeaa",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "3e42b3662d824065aea24e572ad10605": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3e48aefb04f34dfda061b50211f31474": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3d81e8fced5f4f149598e7a100272942",
       "style": "IPY_MODEL_47520e360cf0464b97c04f3445f05cdc",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "3e4abc9186114d14a5a10a03f1dbb005": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3e4d7bb2e7e34708b030f4be7a8cab2e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3e583ec2a6174570b1bbc6f0383727ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3e62b456736f49c99e59eba388180d9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b4f581d5f2bb4946834708225f2241b2",
        "IPY_MODEL_6dee0637c5894e9c8d0c83e1b302dd3c",
        "IPY_MODEL_5c00787c6c094bab862717f96f68b5a8",
        "IPY_MODEL_82a2b2736da04e5187b0cf8d32d4500f",
        "IPY_MODEL_bf2073d021cc441ba114e8c21cc8138a"
       ],
       "layout": "IPY_MODEL_e34ea586ad534b9c86ee9e2ffbe3b279"
      }
     },
     "3e714b13df794fc381c9ad954d369c8d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3e72b50b0e75465981157f0c0ed91066": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "3e74aad376274a7887071c1c3fb1dfab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3e75b30dc74546c48e2d61192da5c3da": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "EBM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_49cab2ae988440eca461f56fa3913965",
       "style": "IPY_MODEL_f64307db6da8455bbf89cf835cd4e110",
       "value": false
      }
     },
     "3e8bcf671d314fe2b8448058b4aad4de": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d0229cdf2d5b4916bc7e2ac24a7a061d",
       "placeholder": "Category Name",
       "style": "IPY_MODEL_7be26ac0093341028c975166aea65c89",
       "value": "Age"
      }
     },
     "3e8f507af6584d539120f04630a178cc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "3e9058ec532c451aaedb828674217f23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bfb338ea0b8b4fd1a417ba336a80309b",
       "style": "IPY_MODEL_67a969fb11854d0e88a63fa34d779945"
      }
     },
     "3e974a3b0ff54f348f0b1d58e9f39c41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3ea8852cc6e44a7c83313ff10bd98dd1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GLM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_222db5b482bc4228b330d74ee3a38ff1",
       "style": "IPY_MODEL_316b76757ded42a7b51b5ffa4a7756f8",
       "value": false
      }
     },
     "3ec133feda5d4dc88cb2270e04fbbed0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3ec8e70df4eb468d9ce948704fcb877f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "3ed28e3e68fd429d925ea5143cb02216": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "3edbb04a5bed49dea231ddfdda33b126": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3ee63753598e485dbd37e240f9bccb50": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_65c46721823e44dda27ba15044fda30c",
       "style": "IPY_MODEL_b8477e36412e40f996eeee9901abc99a"
      }
     },
     "3eea347e86a0414d881892ffa4110a63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "3eee9d09b55949ad8752d5768f25e905": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "3ef346ae5d5e40b3a048c83977800cb5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3f0599cc768842f79bd3de60759b0c05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3f12de982ae74960a52543e9e2f6a817": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3f28fa01e34a462ca41901dc0a1853d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3f2a7eab2a4e46dc96b2dfadd928a94a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "80%",
       "width": "60%"
      }
     },
     "3f2c5b08245c4b189e63b7cd248ec132": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0f03d8a4e89b41a3b9d045a450c26ee0",
       "style": "IPY_MODEL_bc628de6f1d5406eb39857723d11ff3c",
       "value": "Reference Weight:"
      }
     },
     "3f48ea93bf694990897d9b9dafa7866f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fa651cf283354c478eb545a3461d799b",
       "style": "IPY_MODEL_ca2030e18198409e88794f84576a3d24",
       "value": "<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>"
      }
     },
     "3f51e27a2d4c400aa151130c05462955": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3f5924718fc849c78669bb1cc91a8aab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "index": 1,
       "layout": "IPY_MODEL_5c33c6ad9a4843a4a300b9d6a09c9a70",
       "style": "IPY_MODEL_4d8b303d1f1c4cdd82cc55f2d3703683"
      }
     },
     "3f610d007da84365871eb2fe15d42100": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "3f625fa85037460198a25acbcf2722ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "3f694a840f2443c2ae80cbf37fc9354e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_035eb3b5374d4c6cae9c1e4dfbdfd350",
       "style": "IPY_MODEL_83d97703d8b34177957196584f3a0e24",
       "value": "Update Attribute:"
      }
     },
     "3f6963fa5b3a46f48f3af25a13714fe4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_2bc3ab44a86e44fd907baa8ad364e6d8",
       "step": null,
       "style": "IPY_MODEL_6efee6e5c1c341b5994c28d4f87c436a"
      }
     },
     "3f6cdfa96a9249a89f884035f662c4c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1f455724fc0443829735239a02e63e01",
       "style": "IPY_MODEL_73526fbeb33e47dea3d8fc4e9c55daef",
       "value": "Batch_size:"
      }
     },
     "3f76ec526b344492913effddcf04349b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3f87d07303604e41a7af7a2957523f22": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3f97558e68c542a9a76b67bd5ca462e2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_02f37d2965994857a9d7ca026f288ffb",
        "IPY_MODEL_0cb868d5b8d743d4bb016efc15fc65f1"
       ],
       "layout": "IPY_MODEL_160e2de783c1443ca58fc239717b77c2"
      }
     },
     "3f9b07b85c8547f087a72cfd1786d649": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_940264a44c4b4ae481a4400bb3de4287",
        "IPY_MODEL_38033e9fd4354bc8b84a099cdf5d1882"
       ],
       "layout": "IPY_MODEL_cfd7205ccb524665b3726d8d5cf9c29c"
      }
     },
     "3f9d9cba3358429c8926b68d1610f966": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "3fa1ba4781d54420991af55c4bb064e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_280025f888014294899e932cc1ef0ac5",
       "max": 1000,
       "style": "IPY_MODEL_9ec3792ac56143cc881abfe62f6021f9",
       "value": 32
      }
     },
     "3fa889e2f21d467ab69a948d7cf7082e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "3faaebb25a1a475daea1348f1484c1d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "3faca681d8f24161afc533ffec4f2579": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_2ef54123f81844b884e78cec3f28c3ca"
      }
     },
     "3fb333c9062643b08c85f7563f8871ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "3fba3345157d4c67a1d04c1588bb5899": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6db276f968ff4e359fc9c51813972c42",
       "style": "IPY_MODEL_7393080b17c14eb2a2b2ece98c06163a"
      }
     },
     "3fbdd9c4140640078fc0eb44974b3969": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3fc2081dae8a4082826bd1feb5fa9503": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3fc879457a0949818d3826ed72d736f3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3fcd2c4606b54072a9e9bcdd339c1545": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3fdc651645064477b4e0652ed3836f23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "3fdcafe3028e4955ad57112fe41bb60b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "3fe3d11f82264d2193e1484e74a74d76": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "3fe6012de8d640b48f3e03f16b2723c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "3ff3eda4467843f9a94725a1d8169d9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "40048cd193ce4b2eaafba670dfb8405e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "PSI",
        "WD1",
        "KS"
       ],
       "index": 0,
       "layout": "IPY_MODEL_2dd825c469e44130b25c4e686c41b9dc",
       "style": "IPY_MODEL_da8a5e698d094d7c8a9c85e98b17be83"
      }
     },
     "40185d0a13cf4ed2b5ea7adb8026a85b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_aefc37f33aaf4e529be83079d3217cc2"
      }
     },
     "401c454eb2d74e0c97d74302dfc21516": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7da9d401af374380895c76062638605a",
        "IPY_MODEL_fe687876f0f349f99a6294b48db11fca",
        "IPY_MODEL_d8fe6f4bfc1740989a5b3a8343a0ad40",
        "IPY_MODEL_9360f4f3a70541ab9750aed3eb41aef5",
        "IPY_MODEL_d3f93a5ba60045edbdaf906fe3ed8cbb",
        "IPY_MODEL_ca1ee7bbfc0b4641840ad0a843379953",
        "IPY_MODEL_e97ea1809e6f41d0b6b0bf193d1a41c9"
       ],
       "layout": "IPY_MODEL_b8a4402dc0814671a8119b48456ee0ff"
      }
     },
     "403495912f8f4507b86c57f4254c32ea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4d2a66b11d4241c6807b9dd631c671ff",
       "style": "IPY_MODEL_410b0c9ee6d3438988defad6ac8a0e2c",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "403581b9f2e84c2681d34996b11b3ebd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "404b319aa6c54229bacd895003149462": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Data",
        "CoCircles",
        "Friedman",
        "BikeSharing",
        "TaiwanCredit",
        "CaliforniaHousing_raw",
        "CaliforniaHousing_trim1",
        "CaliforniaHousing_trim2",
        "SimuCredit",
        "SolasSimu1",
        "SolasHMDA",
        "Upload new data"
       ],
       "index": 9,
       "layout": "IPY_MODEL_cd8286ef56e7479885a153fa33f3daac",
       "style": "IPY_MODEL_23177c76acc14f2d9cf383b9b81e149e"
      }
     },
     "406dbde77fd64fc486673edf1dd78886": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "407269651b044db392ed5894efa662f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_436cf52ab3c848e781f822247a7cadee",
        "IPY_MODEL_07c9f2aeaddb469483e300bd119e36bb"
       ],
       "layout": "IPY_MODEL_174a1904b7d648b09d5875d8e566630f"
      }
     },
     "407a1925bdb64fc9baa70159afa395e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_99ff236bac794efd9f8db02b2b427456",
       "style": "IPY_MODEL_64fdf1335c99440fb8a344a882f75e23"
      }
     },
     "409c4e177cad4feeb74f267adef32a78": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "409ea7e5a2724fff9961e0cad1d41bc1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_d37b3d393de24857b48bee3ce2890114",
       "max": 10000,
       "style": "IPY_MODEL_c3d77b9e30ae4149b6c761cd1b4b450e",
       "value": 256
      }
     },
     "40a50ed07e67408c81d64e2734cc703a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "40c068edec93433c83331a3dc6abbdac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "40c6244718eb40e099549bb3db1f6d62": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "40c8345bf7c341648e17fc2639250f09": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "40d4157d3e8c456ba61ba1e9a495f889": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_be372a3375084b14a47566b905285c33",
        "IPY_MODEL_2d7d00bbbc164fc194ac432cb07fbbb6"
       ],
       "layout": "IPY_MODEL_70d56d3ff12744ccb80ec20f55dc5c88"
      }
     },
     "40dd6eed681643e09f66d36f386f7735": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_81c67aac85c146f78604ff7b078872bd",
       "outputs": [
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Group Category</th>\n      <th>Reference Group</th>\n      <th>Protected Group</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Race</td>\n      <td>Majority</td>\n      <td>Minority</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td>Age &gt;= 62</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "  Group Category Reference Group Protected Group\n0           Race        Majority        Minority\n1            Age        Age < 62       Age >= 62"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "40e75f48bfa14441a7878d887e14f379": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0c679b3ad9f64614857fda4cb070fada",
       "style": "IPY_MODEL_afc00bf748ad4e7d944aeb29e124ac92",
       "value": "Learning_rates:"
      }
     },
     "40e8e2cc63bf4605bb50a1c330db97b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_15ccd271f8444b57a5030aea6c13501b",
       "style": "IPY_MODEL_07958dd6f5804b05bec965193e9e3e14",
       "value": "Layer_sizes:"
      }
     },
     "40ffef3f36fd4f74a61f730907f732ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "41072f5631434b709cf8dbfa31d9a949": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "41078d5af8d6488695995927aa81a7ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4109c344d4d642d98a704c0bd0b0bcc8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "410b0c9ee6d3438988defad6ac8a0e2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4115fec4226c44929cbcd7b56e827f2e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_28f45f4ac3e64bc7ac62a877b12809c6",
       "style": "IPY_MODEL_76314137efd74802b64ee5b92e6853cc",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "4117e35739114db9a1ef3f2e7150aa87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_692bcee6b28c4ecdba0221770081b949",
        "IPY_MODEL_0af87ece563c432b85f8baadc1e41ec9",
        "IPY_MODEL_9646c750a24d47ef9dcead8c8bb2e2ef",
        "IPY_MODEL_b3a636f656494237b53366beb9787af7",
        "IPY_MODEL_177f5e901a88497c81b7994a8cad4f18"
       ],
       "layout": "IPY_MODEL_e8fcdc6c4ec5435788e842645d951b69"
      }
     },
     "4120dab924634440b27b8184e953a00b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "41284055761b40df9d57b73c3983928c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4160c03a62ec4b50a3f010046b6f5e3d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "50%"
      }
     },
     "4168dff01a9445d09cefaebc16d1d9a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "41813305897a4ae7ad89359cce00b7af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6e527315a8ec4e818a7b54569f04757c",
       "max": 100000,
       "style": "IPY_MODEL_be0f61d243ec4add8d4aca688b9d2152",
       "value": 5000
      }
     },
     "418508fd1e0e42e3a10b02928effd3d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70%"
      }
     },
     "41af32b674c44a7fbb1e0bb63971c0f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0752b0ecdc104a5e9694606abe1345c4",
       "style": "IPY_MODEL_87c4881442a34be29d1befeffc9284aa",
       "value": "Outer_bags:"
      }
     },
     "41b0d76c473b476fa7c48b12b3f30eca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_2b299ccd6d5347b19d2b46dbebbccbe8",
        "IPY_MODEL_fbb771d8c3d543018d5696f595e81eda"
       ],
       "layout": "IPY_MODEL_5b8bf2fd1a264496b292db1d071214cb"
      }
     },
     "41c1473481a7412190d6629a263e6fff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "41c3752c978a423286bc38919dcd310b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_ff9f26bbef494b46a1a5815eb5a6116c",
       "style": "IPY_MODEL_527f8db1856340709f45f2aa0826df07"
      }
     },
     "41c3f4e0bb8a4f538d5a3e39bbbe4886": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "41e0bc9c9bfe4ae481acaf4d03f2da10": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2af41b6f1594495cab8b6504b1713c23",
        "IPY_MODEL_34d1a7619b524d23b30e58b497c944f7"
       ],
       "layout": "IPY_MODEL_1a0a660f15124d3691667e0dc952875a"
      }
     },
     "41f93c7df6ee4652b3d95eb85e3af92b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_fb664016702e4243b477020023e8b595",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "daa72104201b49b094e73a29b1525119",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 5px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "39fbb84f44f245db8848dd2dcc495a2c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "41f957ee4dfa41259e77c6b9f9de2934": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "41f968919fe648cbbd7b6494ac725768": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "41f98345639d4b28b546615eeaf532dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a4d3f4834d0c48eca5db780dd6753ec8",
       "style": "IPY_MODEL_45ffc79f37ed430daed81b55d3675236",
       "value": "<div class='divider'></div>"
      }
     },
     "42085a73e98c47958ee5aa1c8269cfec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "420ae310ec194d518b203f28275980d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "420dd51ed2d0420aa5aa9608b3343b71": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "423132607cdf4ac2aa33141ff0de3be9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_5287ec133ddd4dc2854c25b9880ed774",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_e25fb5da4a9042689be5a427389a200f",
       "value": 0.0001
      }
     },
     "4234d6f5537444c1a952a27360715a77": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0a5d54590a0c47d0b4b8a7119168f80c",
       "style": "IPY_MODEL_b68058730bb1492c9a4d231e7cc2192c",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "423664d973c847eaa460d7ace53331b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_43c43848804d40758a95d64e3408332f"
       ],
       "layout": "IPY_MODEL_e7b44c35d7854a6ebedb630331770666"
      }
     },
     "423e0323812e4e19a420038aacac85d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "425c9f0a35da4d9e9358d5d116ca351b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4265fc517e1d4b7788caa1b8d4f85111": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4268b27af28c4966a3057b2f29efe53d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "427985051adb4962892d59d058624e06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "427a768de50748279c2816e0a7ff6b18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_75772db1c5c44bada4c921ea8d5b552a",
        "IPY_MODEL_600d91bcf7e34d528dd4f4fe62ebdd6f",
        "IPY_MODEL_599755b59f424df99198b0a2c676d06c"
       ],
       "layout": "IPY_MODEL_75fc01730b4d421cb0121081065499bc"
      }
     },
     "427cfc9af3804a16953bc0cddad3974d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4280c1adb59f44e49f800d67ba26370a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "428364d66bb4456f8361b9ca82c7c4eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4284b9ff49704517bb3e2d7526ecc44d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4284bdafbf3d4a9fb0bb0e6a44982516": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4289afb726d047d3a9f8a8ef5060e1c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "42966b21de344b7c8326d0926cd7cbd4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "429ead93053d4ff8a6878c85eebf6cab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c398eed619d5448f971079c7dda8545a",
        "IPY_MODEL_1109f48c9a4e4d64a17658f9a8caf330",
        "IPY_MODEL_6059074757ee44548c5f2a5a138dd055",
        "IPY_MODEL_022b958270564d6fa61caca4b41d0e99"
       ],
       "layout": "IPY_MODEL_a5bc2aa089f24d6db7bad2289e559bba"
      }
     },
     "42be66dea7624ab78692eb37020a609f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a90833e5876c4a45b067872ec9ea8a6d",
       "style": "IPY_MODEL_3ff3eda4467843f9a94725a1d8169d9e",
       "value": "n_knots:"
      }
     },
     "42c44943f3ab4496a334d5ec5bfa6b88": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_463fb26250b543f1b918aab9233e2fd8",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "778d7bde4eef4176abf663a06e56ff35",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Box(children=(VBox(children=(HBox(children=(VBox(children=(HTML(value='Add Category:'), HTML(value='Delete Gro…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "42fdb727485742cf83edea9495531df3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "42ff1c02171843edbd1e9da78459d923": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "431018f9b19d4abcb71689819877f5e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fa67cf110c3548f398d87aeb43d733f3",
        "IPY_MODEL_754ba490d65d454cabfc2451442dc549"
       ],
       "layout": "IPY_MODEL_791dd5021f7c4b9ca9b59b1f3cf78359"
      }
     },
     "43276158eabc4167afd7d568f8da222a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4333dc30d24f4488a92821fffae0f28a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "433a9e4aa24b45d6bcd36e1e1217af1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_73abe9de1781410283046011c902278f",
       "style": "IPY_MODEL_5ab61e8e2bf74c3abc07bb5e54a0abf2",
       "value": "Delete Group:"
      }
     },
     "4344e8599cf5489aaf0c0bf42c4912aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "434a8fd5e9cd428cba7262488aa29241": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a6e10bab7c184e4484732a50ca961de4",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "d4f575f507f84027a72aa36d17554a6d",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value='<p>None</p>')"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "434f97e80c3c4e25b32894c29a877e63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "434fa13a2cd348d5bb464814f9133b2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_46bbcf5a946046948d4ff238c73be3d4"
       ],
       "layout": "IPY_MODEL_34e78e50117845b49ab8bf1091582792"
      }
     },
     "435a17fca84f4f768014c4bc1125acd5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a4a1583668d44ae398bdabd22ecfae7c",
       "style": "IPY_MODEL_6e9c999a7e2a473988661e2bb017285c",
       "value": "L1_regularzation:"
      }
     },
     "4363bf86d6ba489bbd6672bd50a294ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4366d784138b4950bf679d7614ddebca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_97a2e2bcabcc409c8b52a09c09728839",
       "style": "IPY_MODEL_d705b269bd3f479f97047b1aafe5592c",
       "value": "<p>Sample Weight:</p>"
      }
     },
     "436cf52ab3c848e781f822247a7cadee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c09c0f6a5f67450c84989160e5fb8bca",
       "style": "IPY_MODEL_d88df5fee07f49df913a912d6b96c6d0",
       "value": "Feature_decreasing:"
      }
     },
     "43717fdbd0934e92bbcdefeea39ee705": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "4375c01ab1e2471c8266046ba738322e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_46f51031872d4234a85897823b8ff087",
       "style": "IPY_MODEL_dba47c346fc048c3a95b1912c049a23c",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "439089fa802046a1b80322b0029f1202": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "43a8a306db594e2d88d9c5d50268a767": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "43b1c38bb0ab425fb7afb8eefe1c9df6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "43c43848804d40758a95d64e3408332f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_06b217dbf21d4ceabbff014566833d37",
       "style": "IPY_MODEL_669fb09086b444819a40c54e077b364b",
       "value": "Model name:"
      }
     },
     "43c45e79aabc4a9fbf3fbe704a3aac43": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d412e0a0c1aa409ea7c5f959c626a4db",
       "outputs": [
        {
         "data": {
          "image/svg+xml": "<svg class=\"main-svg\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"900\" height=\"500\" style=\"\" viewBox=\"0 0 900 500\"><rect x=\"0\" y=\"0\" width=\"900\" height=\"500\" style=\"fill: rgb(255, 255, 255); fill-opacity: 1;\"/><defs id=\"defs-e7dea8\"><g class=\"clips\"><clipPath id=\"clipe7dea8xyplot\" class=\"plotclip\"><rect width=\"665\" height=\"320\"/></clipPath><clipPath class=\"axesclip\" id=\"clipe7dea8x\"><rect x=\"80\" y=\"0\" width=\"665\" height=\"500\"/></clipPath><clipPath class=\"axesclip\" id=\"clipe7dea8y\"><rect x=\"0\" y=\"100\" width=\"900\" height=\"320\"/></clipPath><clipPath class=\"axesclip\" id=\"clipe7dea8xy\"><rect x=\"80\" y=\"100\" width=\"665\" height=\"320\"/></clipPath></g><g class=\"gradients\"/><g class=\"patterns\"/></defs><g class=\"bglayer\"><rect class=\"bg\" x=\"80\" y=\"100\" width=\"665\" height=\"320\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/></g><g class=\"layer-below\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"cartesianlayer\"><g class=\"subplot xy\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"minor-gridlayer\"><g class=\"x\"/><g class=\"y\"/></g><g class=\"gridlayer\"><g class=\"x\"/><g class=\"y\"><path class=\"ygrid crisp\" transform=\"translate(0,350.78999999999996)\" d=\"M80,0h665\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,281.58000000000004)\" d=\"M80,0h665\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,212.38)\" d=\"M80,0h665\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"ygrid crisp\" transform=\"translate(0,143.17000000000002)\" d=\"M80,0h665\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g></g><g class=\"zerolinelayer\"><path class=\"yzl zl crisp\" transform=\"translate(0,420)\" d=\"M80,0h665\" style=\"stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(80,100)\"><g class=\"barlayer mlayer\"><g class=\"trace bars\" style=\"opacity: 1;\"><g class=\"points\"><g class=\"point\"><path d=\"M33.25,320V16H299.25V320Z\" clip-path=\"url(#clipe7dea8xyplot)\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0px; fill: rgb(78, 121, 167); fill-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;\" transform=\"translate(166.25,31)\">2.196</text></g></g></g><g class=\"trace bars\" style=\"opacity: 1;\"><g class=\"points\"><g class=\"point\"><path d=\"M365.75,320V181.72H631.75V320Z\" clip-path=\"url(#clipe7dea8xyplot)\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0px; fill: rgb(242, 142, 45); fill-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;\" transform=\"translate(498.75,196.72)\">0.999</text></g></g></g></g><g class=\"scatterlayer mlayer\"><g class=\"trace scatter trace1ae223\" style=\"stroke-miterlimit: 2; opacity: 1;\"><g class=\"fills\" clip-path=\"url(#clipe7dea8xyplot)\"/><g class=\"errorbars\"/><g class=\"lines\"><path class=\"js-line\" d=\"M166.25,209.27L498.75,209.27\" clip-path=\"url(#clipe7dea8xyplot)\" style=\"vector-effect: non-scaling-stroke; fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 0.25px; opacity: 1; stroke-dasharray: 3px, 3px;\"/></g><g class=\"points\" clip-path=\"url(#clipe7dea8xyplot)\"/><g class=\"text\" clip-path=\"url(#clipe7dea8xyplot)\"/></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><path class=\"ylines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><path class=\"xdivider crisp\" transform=\"translate(745,0)\" d=\"M0,421v32.5\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xdivider crisp\" transform=\"translate(412.5,0)\" d=\"M0,421v32.5\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xdivider crisp\" transform=\"translate(80,0)\" d=\"M0,421v32.5\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; stroke-width: 1px;\"/><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" transform=\"translate(246.25,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Minority</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"433\" transform=\"translate(578.75,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Age >= 62</text></g><g class=\"xtick2\"><text text-anchor=\"middle\" x=\"0\" y=\"450\" transform=\"translate(246.25,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Race</text></g><g class=\"xtick2\"><text text-anchor=\"middle\" x=\"0\" y=\"450\" transform=\"translate(578.75,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Age</text></g></g><g class=\"yaxislayer-above\"><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" transform=\"translate(0,420)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">0.000  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,350.78999999999996)\">0.500  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,281.58000000000004)\">1.000  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,212.38)\">1.500  </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"79\" y=\"4.199999999999999\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,143.17000000000002)\">2.000  </text></g></g><g class=\"overaxes-above\"/></g></g><g class=\"polarlayer\"/><g class=\"smithlayer\"/><g class=\"ternarylayer\"/><g class=\"geolayer\"/><g class=\"funnelarealayer\"/><g class=\"pielayer\"/><g class=\"iciclelayer\"/><g class=\"treemaplayer\"/><g class=\"sunburstlayer\"/><g class=\"glimages\"/><defs id=\"topdefs-e7dea8\"><g class=\"clips\"/><clipPath id=\"legende7dea8\"><rect width=\"130\" height=\"86\" x=\"0\" y=\"0\"/></clipPath></defs><g class=\"layer-above\"><g class=\"imagelayer\"/><g class=\"shapelayer\"><path data-index=\"0\" fill-rule=\"evenodd\" d=\"M80,309.2676741701555L745,309.2676741701555\" style=\"opacity: 1; stroke: rgb(0, 0, 0); stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-dasharray: 3px, 3px; stroke-width: 1.25px;\"/></g></g><g class=\"infolayer\"><g class=\"legend\" pointer-events=\"all\" transform=\"translate(758.3000000000001,100)\"><rect class=\"bg\" shape-rendering=\"crispEdges\" width=\"130\" height=\"86\" x=\"0\" y=\"0\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; fill: rgb(255, 255, 255); fill-opacity: 1; stroke-width: 0px;\"/><g class=\"scrollbox\" transform=\"\" clip-path=\"url(#legende7dea8)\"><text class=\"legendtitletext\" text-anchor=\"start\" x=\"2\" y=\"18.2\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Legend</text><g class=\"groups\"><g class=\"traces\" transform=\"translate(0,32.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Race</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"/><g class=\"legendsymbols\"><g class=\"legendpoints\"><path class=\"legendundefined\" d=\"M6,6H-6V-6H6Z\" transform=\"translate(20,0)\" style=\"stroke-width: 0px; fill: rgb(78, 121, 167); fill-opacity: 1;\"/></g></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"124.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g><g class=\"traces\" transform=\"translate(0,51.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Age</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"/><g class=\"legendsymbols\"><g class=\"legendpoints\"><path class=\"legendundefined\" d=\"M6,6H-6V-6H6Z\" transform=\"translate(20,0)\" style=\"stroke-width: 0px; fill: rgb(242, 142, 45); fill-opacity: 1;\"/></g></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"124.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g><g class=\"traces\" transform=\"translate(0,70.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">AIR Threshold</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 0.25px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"124.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g></g><rect class=\"scrollbar\" rx=\"20\" ry=\"3\" width=\"0\" height=\"0\" x=\"0\" y=\"0\" style=\"fill: rgb(128, 139, 164); fill-opacity: 1;\"/></g><g class=\"g-gtitle\"><text class=\"gtitle\" x=\"45\" y=\"50\" text-anchor=\"start\" dy=\"0em\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 17px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Adverse Impact Ratio (AIR)</text></g><g class=\"g-xtitle\"><text class=\"xtitle\" x=\"412.5\" y=\"477.3\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Group</text></g><g class=\"g-ytitle\" transform=\"translate(3.1279296875,0)\"><text class=\"ytitle\" transform=\"rotate(-90,10.871875000000003,260)\" x=\"10.871875000000003\" y=\"260\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">AIR</text></g></g></svg>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th>Group Category</th>\n      <th>Group</th>\n      <th>Reference Group</th>\n      <th>Observations</th>\n      <th>Percent Missing</th>\n      <th>Total</th>\n      <th>Favorable</th>\n      <th>Percent Favorable</th>\n      <th>Percent Difference Favorable</th>\n      <th>AIR</th>\n      <th>P-Values</th>\n      <th>Practically Significant</th>\n      <th>Shortfall</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>17,175.9</td>\n      <td>4,162.8</td>\n      <td>24.24%</td>\n      <td>-13.20%</td>\n      <td>2.196</td>\n      <td>0.000</td>\n      <td>No</td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>46,064.1</td>\n      <td>5,083.2</td>\n      <td>11.04%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,417.0</td>\n      <td>4,591.0</td>\n      <td>14.61%</td>\n      <td>0.01%</td>\n      <td>0.999</td>\n      <td>0.967</td>\n      <td>No</td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,823.0</td>\n      <td>4,655.0</td>\n      <td>14.63%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "43c9e3ae90724c57b2fb3363953e6138": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e09553a229d5491fb39707c2198104e3",
       "style": "IPY_MODEL_b74e62e055b54f7d9b984de80c055b2f",
       "value": "n_interactions:"
      }
     },
     "43caa740823043858ab096e0f103e90d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "43ccacab32e141068c729974099ef07c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "43e0264f4a4442ed8a9e0b26e0ae5b3d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4407790593cb42fdb79bacd62711d171": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "441129846a98451fac6ad531087c24a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "441196421dee48ae948d53f5e7cb4835": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4413257746aa4d8785a3440a9688a13a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_955cd3c9b8c34a6fae50f027922de154",
       "style": "IPY_MODEL_2397f301217d42fd8c06c9b1b37693b6",
       "value": "<div style='margin-top: 15px'></div>"
      }
     },
     "4420bba0e570456589bf1b70c436e927": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dcd7afc48e5f4edca186de8e195dea50",
       "style": "IPY_MODEL_9af2347f7ffb4b5d8dd572cdfe8d76a9",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "4428692cd6be41bd81d2941244cbbd0c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4428be33bf744b3abd38c1db0272d69d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "443496c0c9db4881a5ebfe6300cc0c90": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "444f5e5cb8bd42fba2b8d343950e2d95": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_b3d63c4bfd0a435fbd37902156c20590",
       "placeholder": "Input name",
       "style": "IPY_MODEL_d5532920b8fe4602b66c89145f8bff0b",
       "value": "GAM"
      }
     },
     "446273bc1ea146bab31c849c7518cb29": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "99%"
      }
     },
     "446569181d4d491bb52aa4b1b1a35b79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "4475fc250614416695cd548b803c6770": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4488a6e8fe2547afb9fd28be02a801b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "44898434293443a692635f78c549befe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "44b589e0e65941509a1576c96ef5ecce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "44bb1da2d73f43788b43c7fe2cf4751f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6c503ecd94124d0ba1de6b579ae42cfb",
       "style": "IPY_MODEL_6b9c492079654b75a338b3cf3dbab92f",
       "value": "Favorable Threshold:"
      }
     },
     "44be19de00f0419caebcfd474f348780": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ace3dc9032fd47f4abfde1d10697392d",
        "IPY_MODEL_d25afa8d40ca4586be52964f5c997785",
        "IPY_MODEL_518d68acfdec47e0a8054c1d4f9e5442",
        "IPY_MODEL_6c9108a635804d448894b63ed61af8d2",
        "IPY_MODEL_54f5f27d392b4210a8a02024e7ff8924",
        "IPY_MODEL_2f1c519b0ff248c293f07fe53b16f79d",
        "IPY_MODEL_9fbca46118ed4a73b8a0d19f5a02704a"
       ],
       "layout": "IPY_MODEL_8e1623be8b774e15929a068e5a4ca766"
      }
     },
     "44d65810695845069e903ca0b3a5a7bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_51e2aea46e2c41e3977cee57e085d3cd"
      }
     },
     "44d710a39ccc4510ace88ff3a9c65166": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_55a8bf298d9e4c27a37e319faa1b0413",
       "style": "IPY_MODEL_6f6508ceaff343f1ac07047db38ced70",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "44db066d6c2f4b34b1750661cb821403": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "44e3a70248914fca8784ac7ea0b4dbe9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_b58ad26a4afb48ff866eea57965643df",
       "style": "IPY_MODEL_0b08a3219c4346a5aed3d71cf87bcc66"
      }
     },
     "44e93c2ecd1e442baee7c9fb435143eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "44ec2b0f253f46cd806b28baa211b370": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "120px"
      }
     },
     "44f243a9dcaa4dee868957e61a12a93c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsModel",
      "state": {
       "_options_labels": [
        "Group Setting",
        "Metrics",
        "Segmented Metrics",
        "Thresholding",
        "Feature Removal"
       ],
       "button_style": "",
       "icons": [],
       "index": 0,
       "layout": "IPY_MODEL_3d059be988d64f758ec1716de3b5db02",
       "style": "IPY_MODEL_ab7ac5f5bcf547d4ae2a2f7741d635ba",
       "tooltips": []
      }
     },
     "44f36f3907024235856100cfb1539777": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e4d0f16c253c475ea4313d032aeaadaa",
        "IPY_MODEL_f6f14510d95f417c8b7c4a5fc6fa66ea"
       ],
       "layout": "IPY_MODEL_ef77570ba125403cbd926a5cae28ef9f"
      }
     },
     "44fc880e57af442fb7d2b196e6993e5e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4503a6e52b2d4e0fb68fc6e379d8b5cc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "451bee91dc5248d8b1f8604a2a25d658": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "4521f4b20ef04ef3b036874c71d2af4c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4525caf4d204408f8c544a98d2475f05": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "452835b08e544419bb3f8573e572e09f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_b7e9f13246f548c18fe9b9636ba6de52",
       "style": "IPY_MODEL_46c9ff5399eb42d19114f7c38bd84713"
      }
     },
     "4530b96167cb45c1981eff1c7c5f3ff7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4531676138e543729d4db4b434562629": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "453d6beab9e145a19c4aedf9e367c293": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "453e75268ba347a3b8322f6d34c73770": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4543e4d46c494f65b6fb6a7014c0156e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4550cef4fbe44f7abac1af3a4fda16d3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "50%"
      }
     },
     "4568b1be06c5457ea41d54dd960f8023": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_252185d45f47406087529d16da9730ef",
        "IPY_MODEL_7295c9c26db1485e801ec6c2778a2709"
       ],
       "layout": "IPY_MODEL_bd0798a5a55443e89d5f0c8b2f33b41d"
      }
     },
     "457342fa00cb4c808e9c6069080f3330": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_6787585a0f354c529875f9ab36d3ab0d"
      }
     },
     "458bff44d4bf426aa16749b38ad6ee1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_95516e213ba24ddfac391e552afc6ed8",
       "style": "IPY_MODEL_1fb0317158b4496990945ba414c574bd",
       "value": "Model name:"
      }
     },
     "458c3269ba1540b88820ee7abb01402f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_ba81f393c73e409b9b175e381862ff28"
      }
     },
     "4597b4c679524803876e108ad68bdc57": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "45a375c953dc435092566e320f7e0478": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "45ad5660382740258f17aacb8d948a8b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "45b02c8c97164579813f4ab333fb9cfb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "45bf0ef9235a45a3806a8d96992629ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_69eb0ec8e2ab451abbf55f15aa197f34",
       "style": "IPY_MODEL_d1e13d2bb6224b93b3a858dc02473943",
       "value": "Early_stop_epochs:"
      }
     },
     "45c213246615474390d490cacd9f5341": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "45c5ae520d4a4ca1b7bf7ed7c961515e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_707e1ef799e943ac869884617c034dfb",
        "IPY_MODEL_bc5e36c1c1304f3b96d9d08f4c0f5ce0",
        "IPY_MODEL_fb701cd04ad342fdbdd83182cf0df5a3"
       ],
       "layout": "IPY_MODEL_7e34ae5820804ab3929215e7e5d43feb"
      }
     },
     "45dc32a575fd4c8788cf0ca7cd736bb7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "45dfbe204a9d4f53b6ca15a487cfecad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "45e23aee075841c88d251c3a1cec85f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1e9d7766a5d8475a90f8da5ebb5b83f1",
       "style": "IPY_MODEL_b097b1e7d55b4cf38ada3e7d905a6763",
       "value": "Feature_decreasing:"
      }
     },
     "45fa87604d964aad83b0eae4acf8b33a": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_1da6c5cd398848ae926484f86e6ebb95"
      }
     },
     "45ffc79f37ed430daed81b55d3675236": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4606da7eb11a4dc0942d7cadcad2b49b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "460f46fe9b6f4255ac01caab236a1956": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a9126515f316422f8f35df3d15c5de2f",
       "style": "IPY_MODEL_0201ea7962054c4fb178ad105b80dc40",
       "value": "Metrics:"
      }
     },
     "4612388ff27047a7834db5dc819c56e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_463a5587cd3e4707a71df30ac12afbf8",
        "IPY_MODEL_2037374bec0748b5a41692c0389cad32"
       ],
       "layout": "IPY_MODEL_c4772d20835b4f4a9443772f939f48bc"
      }
     },
     "46145b39da1447ecb2d2d19d09b918ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Random",
        "Outer-Sample",
        "Kmeans"
       ],
       "index": 0,
       "layout": "IPY_MODEL_e8b67f87a9554244b1b7e597806b55c4",
       "style": "IPY_MODEL_68a27a35e3a14eeca8f22da92f4e9275"
      }
     },
     "462733f1c2b744ae9215ca7ca3872da0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_0932d28b69bb4301b249e8bc38342e1a",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_2997055696f44f11921d5d1b2044634f",
       "value": 1e-05
      }
     },
     "463a5587cd3e4707a71df30ac12afbf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "EBM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_f18b6c8b97894aa5be1cc08a832548f2",
       "style": "IPY_MODEL_70645f7551154da3912914c0d6261e6d",
       "value": false
      }
     },
     "463fb26250b543f1b918aab9233e2fd8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "46405286da8d413d93c96bef17b30cf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4652767ec41242768e440977edf84642": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "46531e4ffa2342669c1c74234b640d6c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_37660275a0ee420cb9658bb6b70716be",
       "placeholder": "1e-3, 1e-3, 1e-4",
       "style": "IPY_MODEL_94a898ed665740fe8c3d8f1c73b865c3",
       "value": "1e-3, 1e-3, 1e-4"
      }
     },
     "466a32f8c89e4a908dd120151b4c4bc4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "467ae6bad6c04808a87d988869973508": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d9bc3da93b6840a49bb3a7596fac1e1c",
       "placeholder": "Input name",
       "style": "IPY_MODEL_39fff63899244c838591580efbd447e4",
       "value": "GAMI-Net"
      }
     },
     "467b6320b1f24afd90fab6eeb3c5e5c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "467e6f3f54454279bd68f100633b3ca0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7d4245cfb0d34033b74c8a3cab757d27",
       "style": "IPY_MODEL_c967c98b5ff5428aae26ac446f70e755",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "468480fbdffa40658b7ed28e59feb3fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "468583dc8970446cb37810f730c109c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c9bf3885fb9f409392f11e37a02ee29a",
        "IPY_MODEL_afbdd40d9749443ababca4dd37ee969f"
       ],
       "layout": "IPY_MODEL_eef577e21920438d9ba763687ad7a154"
      }
     },
     "469cbfd021324b0e9583f89fd09ab30e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_b1e6885ceee14e53b2c40d3ca46c9a28",
       "style": "IPY_MODEL_f0670431971f431083e85e1ed14029f7"
      }
     },
     "469dcf32525d4ac6b0cde6d496ddc644": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Original Scale",
       "disabled": true,
       "indent": false,
       "layout": "IPY_MODEL_6097736379ed4b799b21f100e77a1299",
       "style": "IPY_MODEL_686075ba57d342b785d27e1fbc30d42b",
       "value": true
      }
     },
     "46b8871505434c11af25fb80064a7ee0": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_890437d3fe2a4c58809347d1b2cf354d",
       "outputs": [
        {
         "data": {
          "text/html": "<p class=\"notification info\">Default Data Preparation Done</p>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "46ba6c6c85bd469fa8475a98b052bd6a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "46bbcf5a946046948d4ff238c73be3d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b806a8a7b4c1417ca0ed2e2afa40b843",
       "style": "IPY_MODEL_eb047c0a29a1481081b47d2c23dfb0c7",
       "value": "Favorable Threshold:"
      }
     },
     "46c7381ad10148a6a01bc8f8d0042c23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3cd579f9a73d4574ad63f6ef9f70e721",
       "style": "IPY_MODEL_4ca4032943ea4e2eae29772f0351089b",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "46c9ff5399eb42d19114f7c38bd84713": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "46ce3c1722cc4d28b9e8c2db38af6eab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_a6d88f563de54c659879fba94694612d",
       "max": 10000,
       "style": "IPY_MODEL_fa339947c3e04f53a8f2b9f0364d1b66"
      }
     },
     "46d2e7ebcde5487cb6a2c304ce09dcac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "46d982592da945b7adf4d396b62d5ea6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "46e340560a354037aba37e35b79af4f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "46e8f0419ade40c695c6342d2f3fb54e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "46f1990e26954ebfb3ff36bd8fcc658c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4742f5a50eab43da95aa5dac8dca4ecc",
        "IPY_MODEL_cf582c99c3cb4f229be5f9e6272712ac"
       ],
       "layout": "IPY_MODEL_4e9f382d1be643beab6fefdba51163f6"
      }
     },
     "46f51031872d4234a85897823b8ff087": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4704eed1791048949c01940262d6e263": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "470e65f86e944f9a9f1bb3209ad299b3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f6e2f3faa85b4fc288c1b2d21fcdef82",
       "style": "IPY_MODEL_7b88d3c4193543788a50b8f5e779cf7d"
      }
     },
     "471400a406454ac2a5fc9a527ec966c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4730a8a0ec3943fc84a129fcdffdc7f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "47323f44e9e54940a57065215b0fd16e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "473d744338bb48afa57be3cd918f3edd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_56544f71f70d4c0ba736fc30d94d6ea3",
       "style": "IPY_MODEL_6cd1efba8e8c4d559011aaca5f501c28",
       "value": "L1_regularzation:"
      }
     },
     "474008b87b8e4fbd91e02f336e025e70": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4742f5a50eab43da95aa5dac8dca4ecc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3fc879457a0949818d3826ed72d736f3",
       "style": "IPY_MODEL_3c8f82802a2740248bf914f118cac84c",
       "value": "<div class='divider'></div>"
      }
     },
     "47520e360cf0464b97c04f3445f05cdc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4768826524424898bd93864eca219bd4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "477f5b0b50ac4e17b882f769a68b897d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "478aa79b4d7e4d8797f5462847401902": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_cc3d13aec574455f927e9db725558fd7",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "786ea275143d49038699f3aa225be464",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n            </thead>…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "47aa2ecf50ae491c9cf7ba6a61d78d68": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "47aafcf40fd442898701c8f37f992d49": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "47b09b11487f4c6880ebc8ed904406ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_6c318bf1d0874473a065c5520c2dd022",
       "style": "IPY_MODEL_c2f313d0303d448faf6dbd19d9af27b9"
      }
     },
     "47cde6b0225e46ea905cb388cd7cb5e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "47cf4418b51f4cd6b6f6a880c6a1f12b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "47d3c9e4148c428c9455809c068a2863": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "47db533d55054deeab2dd81469983a41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "47e788ecc8fa42a7bd509193fcfd30a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_184134ebf9aa41fa81ebea929e495f5b",
       "style": "IPY_MODEL_7668de1f8f2645b885e1ed12c0d41976",
       "value": "Threshold:"
      }
     },
     "47f1b235178c4e16870f88991b4f45c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "47f2ace9345d44b38000ae422b036add": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "48020a08b227464887233f87811796b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4816f465f5ad4b8aa12afd41dac9b6a1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cc96b05b7d7c4895945db4db70bfcce3",
       "style": "IPY_MODEL_59aa68371c834685acde2b980676ddf3",
       "value": "<div class='divider'></div>"
      }
     },
     "481c6b04aa37405886f6ff4b505b5247": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "RUN",
       "layout": "IPY_MODEL_eff036ed881e4f8f8eb64331a7ab41b2",
       "style": "IPY_MODEL_070112c5d8a448d9acfab4fe73c516b7"
      }
     },
     "482af95c25934373b0d5ebda4ebac33b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "48313a9f43d4457e954b50abbf946d43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "48353fbae00c4b219cca1c9421fdcbf9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "483828f54631467c81cd89e35c708145": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "484e11ad0d234f7bb520b2f460a0b634": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4853a767b8044bf18f06af2ede5e1ac6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "48665a3a916b4db79ed6de6bbf0ffd41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cec23b8472df400187fd3739ca775a65",
       "style": "IPY_MODEL_ed320a7af7764e279dd72d18cea9977a",
       "value": "Protected:"
      }
     },
     "4867f1f8133f4f02ba40a0ca807275f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_6bfc4ac031074585811fbc41ec81c182",
        "IPY_MODEL_e8a46556c57346cfbd326cddb47269f3",
        "IPY_MODEL_a8c817e6f70a46ee831cc2445c19156d"
       ],
       "layout": "IPY_MODEL_20902c4fa6504dc8a7b857c3345b470e"
      }
     },
     "486a3dc6815a4bcba041f938bd090cb8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "48827efb2aaa45438aec7fadf93ed335": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_9a3d642718264b6ab922b47cccf796a4"
      }
     },
     "4882e8e2f15e46afb4d69fd5d3dcd3c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_935ef898df014f67b157348f516d6374"
       ],
       "layout": "IPY_MODEL_f9fecb8fef2a47a5812a8d14c7457825"
      }
     },
     "4888b5d24d96477ab7d6edba2ca3419f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "488d50f8c26043faa5d63eed799cb884": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "488d8c420ccc478e9c5a7e9eb20cd8de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "48a0a09adb5a4425b3372971aea8c9f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "48a50743d88445c999ba9fd253730eee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "48b3c5bacd804d15b43045138def6160": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1454df76d98f4917a1b81fc41bb7599f"
       ],
       "layout": "IPY_MODEL_03076613fd2a4f5b8e796d9b60977670"
      }
     },
     "48c299ccad164fe681e48ed6e3cb9088": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "48c449483c9449ec8255b4c535b91137": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_366bd610289e4450ac621a8f34ed27b4",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_64dae107bbbd438785cbd28e98c96068"
      }
     },
     "48c732b3854644308335fb7c369717b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "48eb40629f014c3d9e68afdd4bd8072b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0e2219fed6bf4240ae30596449b0951a"
       ],
       "layout": "IPY_MODEL_f74e14b847b948cbb41817e6774b0359"
      }
     },
     "48eee8806f134f69bc39a6266a795d9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d821a79482554f5697b92f7c553b0b8f"
       ],
       "layout": "IPY_MODEL_2ff9a7414996406bb46db861af3b6707"
      }
     },
     "48ef84b68e084107838515156b984e65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6e0efbcf6e844aa19541698af62afc6b",
        "IPY_MODEL_de1b597827db444b8c97da4b459cd709"
       ],
       "layout": "IPY_MODEL_1af9828393444ca5ad812c9ee96df02d"
      }
     },
     "48f6d16441084da4932c45435f3a22c0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_6251fd491e3b4923926886a42dd51127",
        "IPY_MODEL_47b09b11487f4c6880ebc8ed904406ac"
       ],
       "layout": "IPY_MODEL_ef7a3c8a0b13459d8ab89f555f967b3b"
      }
     },
     "492c673f9138420187f219a153d1e62d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "492cdb063a2549a19e947dd41772591d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "493a3f1da0974fe398252a12e67213fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "493bbc9690b840b18ba07839f1ddc830": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "494a08edd29646b2b5c711c8511f39dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "49539a0fcf6f40608c3f0f00c369715b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6e657eb3862241739e5125155c9fe694",
        "IPY_MODEL_18ff534b4ec04e14a1c9bca27df598f4",
        "IPY_MODEL_6e574f8367b44e1c811d32e5a863bc45",
        "IPY_MODEL_81150cac344e42a38e05d9a693232914",
        "IPY_MODEL_69829ecd7fc64443bebefbe7cb82dc2e",
        "IPY_MODEL_32e17a5977564e3d8a205d40726c3141",
        "IPY_MODEL_f9870234e1bd4ce8aef42dfa43a7c47a",
        "IPY_MODEL_d3b254dfd7374830a1dba105811f8627",
        "IPY_MODEL_381c72d7ff4a4b688d1fbb049d3ed483",
        "IPY_MODEL_014fdc195de64f29b248ca35b80bd915",
        "IPY_MODEL_a2ef48824b2c42f8bdd58aaad87dc894"
       ],
       "layout": "IPY_MODEL_b3ff556c508f42c8b883606eadd0785b"
      }
     },
     "4960fb0df6a84fc894d0ceaa50b48802": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d96789a5bfd34a79b15b40424f66c388",
        "IPY_MODEL_196c8b6b67b24c8582f294f9248c4eed",
        "IPY_MODEL_d7be2519753f491d991dd6a807f721c4",
        "IPY_MODEL_9115408d9f6e4b99b1fddda4174d9082"
       ],
       "layout": "IPY_MODEL_7f52731af5a649189c174751b40c92ce"
      }
     },
     "4965df382de84680bdb98c42f1859572": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "496808367d2f48a891c85ef7413eaafa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "496cd465dab54cf699eb81e104c39bc5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "496e68fa149346459cbdb842ef616a64": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4974b85fde8d4117bc6c55100b0c6e8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "497b8d122ef64a0e88d1dc0a51a4ea24": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_663f1359e459426bacf39b40a1214a52",
       "style": "IPY_MODEL_a1ada6612e0044d69abfeb7371e99d83",
       "value": "<div class='divider'></div>"
      }
     },
     "498ba6697b0c41a5a1eff70a599ddc25": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "49a4150854704c91ab75fac0838445ab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ca1daaff491e417ca7b946665b9460bf"
       ],
       "layout": "IPY_MODEL_9a25ef3b7300439797a5af9408dd64ed"
      }
     },
     "49ab3c81458a4d07a7173d6c7c93763c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "49ae2b365f0f41028c334083bfdc7e1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "49b1a1f961c84fc2bb100c8014413dbc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "49bd08be9d7342f18547f333038a8349": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8e12a0122c2c4081acad81e3a7ec92a1",
       "style": "IPY_MODEL_97ec667a452343acb61f4657a100405a",
       "value": "<div style='margin-top: 15px'></div>"
      }
     },
     "49c2067dc77c4acd91dc386ddbf366bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "49c34d6eee064b3f829ceb0ceed05d93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "49cab2ae988440eca461f56fa3913965": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "49d5ee9ef0174ed2a08d26bf9392984b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_a0a9e36d31be431b8cc257a3e3c766ae",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_56853a3bc0bf480bb90f27be6b64aa88",
       "value": 1e-05
      }
     },
     "49ed1c7717794f6aaa9b347659173f94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d6943d0f530e415795d509e6a945e032",
        "IPY_MODEL_0456eb0c6b0140eebea8922d2dbec4fc"
       ],
       "layout": "IPY_MODEL_3f610d007da84365871eb2fe15d42100"
      }
     },
     "4a081e02acdd45478d19a83442e9d143": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4a0a4f6196dc4019b11ea92b925c6c5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4a0dd4ad0b0847458a39290bb629a932": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c46edfeebc22467aad8c0922afe9869a",
        "IPY_MODEL_72f600c6f10b47a9b79e1390ea6fdb29",
        "IPY_MODEL_a74bc0aef5ca46bfab79439719cb4a2b",
        "IPY_MODEL_3e17d52db3824d11800e5b6c411a8312",
        "IPY_MODEL_3788f7eb2b2f47699810c686aca26138",
        "IPY_MODEL_89734b8692c6490bb7b08e12faa29245",
        "IPY_MODEL_9e443f182f1a4812a683467c5759c211",
        "IPY_MODEL_298e82cba27e4866855ec9b38c8c0bd1",
        "IPY_MODEL_b3df249d840848a6abdc78dd6da6b1a0"
       ],
       "layout": "IPY_MODEL_42085a73e98c47958ee5aa1c8269cfec"
      }
     },
     "4a1c463b8fd54b3290f75557a87f0583": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "4a1e174892b0499082eefa647116cce9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "4a2d6816dcd9485bb101a62c3b7e98bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e1b0ef077dad479caa6e7229aa4c93c1"
       ],
       "layout": "IPY_MODEL_49c34d6eee064b3f829ceb0ceed05d93"
      }
     },
     "4a370ababb0342b4aab9f7041c34032d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4a4592a7495741ad979f6d3c9620e745": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4a4a7e2fdd6b4fc4b5eb6d186ce7fbc1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4a61a35cdcbc4861ae76333de2836fa8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "4a666ed4f28d4cac9ffb0017b5f8c065": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4a671eb6e93c4969aef71afc10645644": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8145341de3854e88987177075ea9f155"
       ],
       "layout": "IPY_MODEL_b3ab707b81be40eb96eddad86e566af2"
      }
     },
     "4a69d99b5c2649fca8625822ca855902": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4a72d24f5b1b470390fbc256ca3ab97f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4a76b67ebb284caaa971c2e3d41d3071": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4a914f1902524ba59360782c3735ade7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_093ab7c185094624b71c968e8538770a"
      }
     },
     "4a9a25e4bd6d413d87a9c8607ca1ac60": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4aa7db74993d400dbd385315a5b0b1fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4aa93d93975d4c33abf7475faac5fd4c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4ab53e8362b04f69a366a4d22bf7c65a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4acf27d543004c71ba24cb27a57cf9a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c34721a5b9704b24b42c0e4b7fd563c6",
       "style": "IPY_MODEL_6ad41afe5f9847089dabb58279a54ead",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "4ae05c9d42854f77b5356585bd19c430": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9d9a7c410a6e46e69bd2c4e0410f5887",
       "style": "IPY_MODEL_8a7dcd00117b4858b8eea16fb08244d4",
       "value": "<p class='notification info'>Model Training Done</p>"
      }
     },
     "4ae78696ed28473794913ba4e2c07edd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4afa8c33452f49418c167d3c690cce72": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "4afc0b36679a433691d6425a204058c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4b0537aee96f4872ab9f9cd5c9936163": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4b0c1c87998046c9b6a5843bd3692f0d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "4b1a0bba4f284ddab88855208140f4b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4b2fce60cd484bb49f209fd77f5d27e9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4b3d1c01cbfa46828a6d2ad4ea1f4c18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b266dc26a1db4a878fb4e033c54f7158",
        "IPY_MODEL_46145b39da1447ecb2d2d19d09b918ff"
       ],
       "layout": "IPY_MODEL_29018b94a5654cce9348492da718d7cc"
      }
     },
     "4b444a2401e340ec820371249060f1ab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7cfd1643e4624fcd95e2f738de04775f"
       ],
       "layout": "IPY_MODEL_145bc69774cf4b5ea7aff5835e2a9418"
      }
     },
     "4b48175e7340482db94b9ab0bebba68f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "4b4cbe4c8ec540a19c964132119ea2d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "4b66b81ca954456283a836ee59c17453": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "4b68815cd37f4f6dad4b44343b6127c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_b429caa578a54243b5239eac14d16a84",
        "IPY_MODEL_71173ec0fa7e4b2a958d91cdbe7abf57"
       ],
       "layout": "IPY_MODEL_ff3dd7d217cd43ceadd5c65d725d8380"
      }
     },
     "4b78cdf5052a4f799c546c87d09cc21c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4ba0ce58403649f2952e605aa7997650": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ProgressStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4ba57e16e95540bb848974631083ae04": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4bb69c57cabf4dd092626e59a3dbbcc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4bbed5a3da2b4dd2ad679f66f720b297": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_db2f2927646e40ba924ebaa3ee41607c",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "60bbbe01849947778757bbfb1a5c516f",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 0px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "29088123f2d5471482a51d7f1536b216",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "4bc26b47de3b4e9587930e5c8dd2dc9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4be469695f714861b9dae71641d3f059": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4be6fd0f0df64cd3bfc1558ac35c938a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4be7ae82ae394fc9a401c9e008f0aed8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "4c0ff28c7b6a4bd882b1ca0f596faca8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_9a517f4983064714ba76fcfbc507537a",
       "style": "IPY_MODEL_0123e61e65694705a66f2b9c98e9dde5"
      }
     },
     "4c15f3a3b6914cbda15a877ff0cd70be": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4c1a34be5e9648b29ed7b52db0f373c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4c2075444dc34103a1eca371aceebebe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4c24577ffad44b3294d9725e31111b9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "4c3f7fc71b384851abfe72550ec9db98": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4c3fca5f85da478981429701ab0dd297": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4c448efe436c4b329ba95595d3b73e0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4ca1757c1b5749af9b0ad7c3a77c1336": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4ca4032943ea4e2eae29772f0351089b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4cac6bd104b6456d97d76d9d61fd28ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4cae03e96d234df7847c55fb502c7908": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_10b76fc3c53d4ea18ad57141ef459edd",
        "IPY_MODEL_ecef98d1c3904ca58fe46b0e9e84dd8a"
       ],
       "layout": "IPY_MODEL_4afa8c33452f49418c167d3c690cce72"
      }
     },
     "4cc8437f124e48e0b59f8f82ea360c4c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "110px"
      }
     },
     "4ccae375cd634564a81a0f5f1a0c23d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4cd40ec28c8d4503b769b9c8c88a39f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4ce15d592be14f6e8d141f9b2d25c96f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card-with-tab"
       ],
       "children": [
        "IPY_MODEL_edd57884cecd42b6beadf745c2031172",
        "IPY_MODEL_a6297768c6e74a4f83a378746efad0d4",
        "IPY_MODEL_8f07dfeee3bc4304bb8b37f7124098eb"
       ],
       "layout": "IPY_MODEL_b19bc199aa7e4e28abe0c373cc0487b3"
      }
     },
     "4ce6e688023c40119ec42275add19db0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4ce83d9285604001a6f908253f60871d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "4cf5bf0fdfe44dc7bb3f49bf5e6d85bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_1e346365aa214f91b5c9c3cbf8b07429",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_8b0bbea72a9846bca9407c7d92c7de81",
       "value": 0.8
      }
     },
     "4d028d7534974653acac1da2bbcbf334": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "4d067e09a11742c79394fb1a892e85dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4d06ce98f21b4646b2b33967b55e2e96": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3f97558e68c542a9a76b67bd5ca462e2",
        "IPY_MODEL_54bde74faf814750be99073e7512a374",
        "IPY_MODEL_b52bf4a84af44ea8ba81e245c87a8d7a",
        "IPY_MODEL_11ecb71fd14347b5a2e23090dc6046ec",
        "IPY_MODEL_c9c9f98f9d9544538ebb02a485e837d3"
       ],
       "layout": "IPY_MODEL_ca3f7d32a0ab43afa4c8898eed068e55"
      }
     },
     "4d0ebd93e3dd443ba45324ab038c92ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4d13392f695b4b979b232521cdd103d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_81f797bd49df4a3291f16bf7ed59315d",
        "IPY_MODEL_603fe8597730488dafbcfda787cb611c",
        "IPY_MODEL_cf36cc31f0ee40b2a229aba3efb38473",
        "IPY_MODEL_159efd05a8ff4f0b9c661fff67df38a9",
        "IPY_MODEL_e190c3d1ee3545a6bad0eb94d6ef5596",
        "IPY_MODEL_16d3fc7fcd87403b988390e8c2ed64fc",
        "IPY_MODEL_62c9e4a4fead4a42aa87e9cb194c02a5"
       ],
       "layout": "IPY_MODEL_5bd14b2c873d403092495fe278e4edbc"
      }
     },
     "4d1a22bf96c249248b91eb25d87c61b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4d2a66b11d4241c6807b9dd631c671ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4d3b29239b9248c7b552fc266b0258ca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "4d4d5bcf1ba445e3a6e22600fe3c5b2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bea9c055ac9242f5adea706f67de2d5e",
       "style": "IPY_MODEL_1a15f6f6654141899b40f935d2ee64fe",
       "value": "Model name:"
      }
     },
     "4d5e4163924b419b82d47ce7a7a67095": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_739034dc847443a093aae962d2930460",
       "placeholder": "1000, 1000, 1000",
       "style": "IPY_MODEL_8a2fb985cce24e7183faa4e73d0c95f9",
       "value": "1000, 1000, 1000"
      }
     },
     "4d62d5c73c5b411aa438f75615b62887": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4d65687b586043d0be095cba91d91e33": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4d7acc1f65ed47e7b0fad0dd956691d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_00265977f9824edcb3b88eb9226a4932",
       "style": "IPY_MODEL_e04ad7704b7b4feb8517c7d20ebc5d19",
       "value": "<h4 style='margin: 10px 0px;'>Choose Model</h4>"
      }
     },
     "4d7d337f2a6d4a798f86ad1562934cfe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_ac4fec7137a24b10938a57ecacb3bc39",
        "IPY_MODEL_3634a82145f14164ac51383db313e0f6"
       ],
       "layout": "IPY_MODEL_645548e7fc424d989b415a1a65aa4213"
      }
     },
     "4d80bba44b574628912ddc5a1046716f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4d89b644e8ba4eb29a48b86510abe68d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4d8b303d1f1c4cdd82cc55f2d3703683": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4d9483abeb6e4792bb1ea301675e444e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d3f525e9984143c587a2ebacafddf12b"
       ],
       "layout": "IPY_MODEL_5f1ec128fc46402c9052eca9cbf25458"
      }
     },
     "4d96c5c07eec46acb9544ccf8b28b171": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4da3b344f65a4e3cac1e6d09ae9afa81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4db426e5ff2d40e8b8712a6e7dd5b8e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Tree",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_f19e32710fbd410b8455b49e50e0835a",
       "style": "IPY_MODEL_52ff53025a6548488fa13980a684923c",
       "value": false
      }
     },
     "4dbeb6a338af4aef8c1f98d7f6b59727": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d22ccfe0738a43dd96c8528b09030853",
       "style": "IPY_MODEL_8fc092e438ea4679b9d7680ffdd21967",
       "value": "<p>Random Seed:</p>"
      }
     },
     "4dc499cbc8654fc1b526cf987124f58a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4dc514f813f84dcebd3acddc996d07ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dccab7abc8e44cd6bb103d1aa1da92fd",
       "style": "IPY_MODEL_79c2c22d7e8245a5963ccb00b5d9c978",
       "value": "Spline_order:"
      }
     },
     "4dc5fb8fb3454f1a8d99f8fce4900b90": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4dc8be9b7bcc4a3fa70ff0b01ee45252": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "4dcaa3a1ab3d43ce90b5b66a97281c15": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_278c0465ddba478b947cf9eeebb14af7",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "c588003bf7774d89a3ee1633698033a9",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value='<p class=\"notification info\">Excluded attribute \"Age >= 62\"</p>')"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "4dcb644db5a742ebb24c4c0ca88c888f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_32153b5ee8c64f7f830ca559c8f44f67",
        "IPY_MODEL_ba91042ecdb941bf9eede0ed7ee6919f",
        "IPY_MODEL_1f2f2b73870647939751ecede5d9f501",
        "IPY_MODEL_3cc90fb1a40c49bc9fa049ae5be15759",
        "IPY_MODEL_4d5e4163924b419b82d47ce7a7a67095",
        "IPY_MODEL_5cd2146f0e5c40a9a9b4c83decea689a",
        "IPY_MODEL_9cda852c2a8d462e9cb477bcefa96a16"
       ],
       "layout": "IPY_MODEL_db07523d0abc4df7b6cd11fe70abaa31"
      }
     },
     "4dd07a2b2b214e438ff991539ddfbac9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d2aeed0c0cf84cb097719b5c2b786571",
       "style": "IPY_MODEL_4be469695f714861b9dae71641d3f059",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "4ddbeedd224a44a382a134eb78b3a670": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4de482a3636749d49fcb7efb33b2b5fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4de53851be13421ebab415c0665182b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4debce0a5878418b95db4c6285f05054": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4df01bc3318d41ceb85e5f85c2526e62": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4dfe494d05254589a1bdf1c5775134bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "4dffe456f6de458fa0d1871a8811916c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_f7da58b9100f43ed9de9937cbd0f21ba",
       "style": "IPY_MODEL_94555b15c7c34029988a86a876750028"
      }
     },
     "4e07d9ccd6db4ba3875457cc9ec1f022": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4e0e734ee8094e489300473c27bb1e7c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e1bfcbc8ddc4ebdab2a573a880db3c0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c12c5d62590e49b79994b3275a2d365f",
        "IPY_MODEL_658dec88910e48f69bb56eb462fdc68e",
        "IPY_MODEL_243376866c3441abb74f385af0424351",
        "IPY_MODEL_edcbc495f98e4377bb8a15c87ac6da9d",
        "IPY_MODEL_e26a2f106610452dabfc5fd73c1ebb09"
       ],
       "layout": "IPY_MODEL_51c0f279db1847c6b7db79cc4e7af579"
      }
     },
     "4e2ded35479f407d80f2ae663ba107f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4e321774bc254cb4b9aacbe2e796788a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_6aafe9fbebfe49a9af57cd9e05eb13c6",
       "step": null,
       "style": "IPY_MODEL_91d4ce176fc44cb4878616dc940c31bd",
       "value": 1
      }
     },
     "4e3a42f1211b46258b160558cc863dc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4e5b7b79d86d456f9cdfd32dd644edc9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ab747b77674042fdb59ac9e9f534d027"
      }
     },
     "4e6eadd8a1884e5e81f7b9991ac61880": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e7b59c7e8924eadbdc2082faffdad70": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e7d982fbe4b465d904e2e2bdbeb523e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4e82bfff8cc743019460fc75e9f01bed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e87b25b322843099e63301b3ff52e41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e899d25432845379326fb57befaca8a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e98e995a8c84a0b8c0d50633fbe3724": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4e9f382d1be643beab6fefdba51163f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4ea0d400abe146b685b38586920bd034": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsStyleModel",
      "state": {
       "button_width": "",
       "description_width": ""
      }
     },
     "4eada8737b564b8d8802b6a8cc591827": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "4eb17c5a18ab4edab7fbbae55a66d176": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_286abf71a2624b11846559fad39691c3",
       "style": "IPY_MODEL_ab133f0b281a42e987d89f0fe491ae4f",
       "value": "Bins:"
      }
     },
     "4ec95f93a50c444aa1d0ff00c0b76b49": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "4ee076ba6b244b8293bf5e1a77dfe228": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "4ee74f2d32cc407a8ab38d557a89d38c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2456cded422f4586a5955f35804d2ac3",
       "style": "IPY_MODEL_37880ca9e7f145e2995a51ce49ca2fc0",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "4ef63e806c564d15bce5d6e4f6eebde2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4efe8245b63f4aea85e3c50bf4c035b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_2a61659ebe0f4f489cb55bfe1f70f85d"
       ],
       "layout": "IPY_MODEL_a720218c6dde4d30a8d1a1e02f575833"
      }
     },
     "4f08386c412e40099ab7ad467733c6ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4f0af6f52fa74bc694f13da073c6356e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4f19a21c237b44a4bfced1dc9e195e14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "4f221302d59542ecaf5bb3204161f91e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_95cde9e79be9409c90ad06de5e749a71",
        "IPY_MODEL_51567fdc2913408bb79d29e4ffcd14f9",
        "IPY_MODEL_a3f80fe6c0d840ffb794d6b4456b9a81"
       ],
       "layout": "IPY_MODEL_4853a767b8044bf18f06af2ede5e1ac6"
      }
     },
     "4f392a70985e41a4aee878dceb41d6a7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4f4419e96d9040beb3231d5fa8d4f65a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4f45600e57e44454ad03c90545167943": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "4f69c95447f94cd7b274ad1cb7204925": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "4f70982578a340828600d053d2d3bd3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4f8dc1b960224e0a8cedb4ca52fc9369": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "4f8f87cf529d4c37a68b9a8fb105e782": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_34438edcdd28405786c791cfad5df28a",
        "IPY_MODEL_708bacd949ce4c3ca905abb6335bacef"
       ],
       "layout": "IPY_MODEL_3a3fc0f460704100be37c63529b3bf47"
      }
     },
     "4f91945e34de48fbae6045b4bfdcdbb6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4f9b8b12961c45499063ed8043a68387": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "4fb15b952b984fd899209b6e675664c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_359f73abad824c56aaf80f54ef67ff7f",
       "style": "IPY_MODEL_6088a9e242e24104aef5798bdbff3b92",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "4fb53a32f20a4be786a37897d9fa9e9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "4fb56c8938654709a6cd06f75b3828a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a7260bbacdaf465ba606e428f7d0cf93",
       "style": "IPY_MODEL_9c920b5ab0824fcda9d5cdb159f1a196",
       "value": "L1_regularization:"
      }
     },
     "4fc0487a1a894309bebf07109a1fd8fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3fcd2c4606b54072a9e9bcdd339c1545",
       "style": "IPY_MODEL_60aa8d8ee9244f7881395a025c93ca98",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "4fc63efc2db84187b32d6735b2ec2c42": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "4fcd5992eed249b39a6509778b682492": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_359fe010b5de4dca96864d6603dc0e9c",
        "IPY_MODEL_d5cd0d8c2b764bc5b7cc6ca10ddb5c4b"
       ],
       "layout": "IPY_MODEL_c3b11890f8c94b09907ad08787667182"
      }
     },
     "4fcfcd70a4834b4684bbe42b8ef80208": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "4fd55104ffe44694bf4950085d95b8a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_29f03331c700437fa55c8cce14c82163",
        "IPY_MODEL_59915c5b82174c8990e9184656b64d1f",
        "IPY_MODEL_15e942ac09964ba6b9df84c9c3fd98f2",
        "IPY_MODEL_eb2784c507324f22a2ef21963ffe1cb9",
        "IPY_MODEL_ef2e7862035e49e5a152d945aa032147",
        "IPY_MODEL_e997444463a9460c9c57c9f2494a1440",
        "IPY_MODEL_a3655e932dbf4a268339703ad5851db7"
       ],
       "layout": "IPY_MODEL_6569c31e87d6402ab63d52ea9386b1c6"
      }
     },
     "4ff65c5ddae94b8aa41ee92ced26e899": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "50111da044014140b979f496891b2ab8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_88695d83f14542ccac5cdff7658cb88f",
       "style": "IPY_MODEL_748aa6f00f2e4819a83b721449b33def"
      }
     },
     "501775cedafa4e08a202d9d6de1843ce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5021bc73a97a47df93b83961c22b262c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "503c8fde9d12477cabbad24162e5f4fa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "503e43eb43ce44b8b4d25ef00da1635f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "503e741ff35a406ca0edec16295cc4f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5196c72bb6054a0f83865af952a894ff",
       "style": "IPY_MODEL_07747fa317db4ec1864bb1a2f03df253",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "50555d6b6c694bd486f2cea399eea327": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "5067fadde0904ce6a2735aeb6de96132": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_88eabb754734478eb1db38d202ad4848",
       "style": "IPY_MODEL_83b0c5b40d204d21868b24ff19dc847f"
      }
     },
     "50714e43dff046c18933a628a08b7306": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "50835ad1521344169003d739b0957dcf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "508d1360e80c4b4e92bbae214324df0b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_29cb05c1ef7c4466afabf69ec0c5b02a"
       ],
       "layout": "IPY_MODEL_3f9d9cba3358429c8926b68d1610f966"
      }
     },
     "509791c35f6c4cbb9d2074a913a2890e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "509c153c43fe4843b8631eb63bd1df55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "509e59f4cee24a9ea1fc1a280bf05971": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "50aabad5c7ab4a40bc608db99ede976e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "50ae914ebf95450cb556cd48bc882aa3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ca353a059eee46b58afcc15bd87099f9",
       "style": "IPY_MODEL_d77039ed5200419196656b8b200b6c0c",
       "value": "Data Shape:(2000, 11)"
      }
     },
     "50b8e442e0cf4d46a35e90c8121a811b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "50bca1dc3e54442ab93e338278ff85ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "50cc5f0f45f04b5e8e7f0545bfcb5f63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_de07c1fe4c644cb8b8d29745283a7cb1",
       "style": "IPY_MODEL_32e5a5c371d341f3b91a406ad58fd461",
       "value": "<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Group Setting:</h4>"
      }
     },
     "50cfb8c331c142168b9f6c78f01af703": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "50d107705a6d45e5b5e5a6ed708432b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_9cdf61bcdd3d48bdaa4914adbd58dcdf",
       "style": "IPY_MODEL_4eada8737b564b8d8802b6a8cc591827"
      }
     },
     "50d9379a5c1743c9a6268be8a9e47b9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ae5917f454714168af6554f8c20631e6",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_c6f7700aae574925b44af9d264b5e638",
       "value": 256
      }
     },
     "50e8d166eee342258cd480e6ab333155": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_57812befbd4f4feba479d4e7e2a64478",
       "style": "IPY_MODEL_a8c8e7095fe44aa8a62b6986a469b7a1",
       "value": "Model name:"
      }
     },
     "50e94ee38efd4e67be405b990f3f11a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "50ea3ee6a74f4ee397be11f4636b0887": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a48ee9fe128f45eea747aee63b2ae536",
       "style": "IPY_MODEL_656853c8795e447aac7e437141835928",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "50ec3a3f37b9499c859850f83bda917a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "50f8f1ad9d5c4bd19bce80188ae2c597": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_2ee6d68b3d15483790c4b2988c1659a4",
       "step": null,
       "style": "IPY_MODEL_2231435976b9492f8ed0fae964c434af"
      }
     },
     "50fdf6f1b75f409683993463a0451678": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5102366ffea142a98ca34e9b47740881": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5103bcc38e7a43868ab3076673f187e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5106651593034e2e94c322220d099ddc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "510a9dc3272e41a4920b0304b6ec2de4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_668fe21e971c4161906e5c9f9b4a8e97",
       "style": "IPY_MODEL_93c1cc90233a4bf78b2d5694d15ae747",
       "value": "Random_state:"
      }
     },
     "510cf0ffdaaf40d19a20ac57e59d12db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5114b232a0594afc85a4c0811b95fd02": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d983518a02e34725a28f92f3a14b3fe6",
       "style": "IPY_MODEL_7bc961530fe747d2adc58c51162cea9a",
       "value": "<div class='divider'></div>"
      }
     },
     "513d1ccf951d431fac0da78b47707abd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5142ff28f59c4ab1b4522734f68372cd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "51440fbac4494856ac613a3fb50fa908": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_54d5a87434f340e09b6771b13f5a4bb3"
       ],
       "layout": "IPY_MODEL_c2397b92884541ceaffc1c2440e130ac"
      }
     },
     "5146a47fa0a94386b7cd2f4677106060": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_38b9af713d974415bd1bb239f22c0196"
       ],
       "layout": "IPY_MODEL_95351ef923cd4ccf96bb345ceef7293f"
      }
     },
     "5148ccea8c1c4c8ab310d56c18337436": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "514ed7f0e6404ddfa21a71c895b22ba1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "515382aaeb3b4d4c880a1de257a2de22": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5154f0e71c0942d48c78e1afcc8a7b34": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "51567fdc2913408bb79d29e4ffcd14f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b02aa6f7a20a4603bdeb5ba5f7f509a3",
       "style": "IPY_MODEL_f1e9582fdb1647f6b3b984b473a28063",
       "value": "<div class='divider'></div>"
      }
     },
     "515e0b8e654a444a8f05e3f8c0e78603": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "51861a031e1d41cf9ea7b7c4d618374e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "518d68acfdec47e0a8054c1d4f9e5442": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1b7a59505d0f4d96b7b4754192d76893"
       ],
       "layout": "IPY_MODEL_4488a6e8fe2547afb9fd28be02a801b7"
      }
     },
     "518f0ba224f045c0b758729496251844": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f4082427765b4474ba49aa1b329282a3",
       "style": "IPY_MODEL_a733c5755235411686e80dc64add46b1",
       "value": "Max_depth:"
      }
     },
     "5191d926351247d3b01363db37708ec2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5195051b1aca44beb881cd6011fa70b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9b201e5d7a4c4c2282b4ab9c61755f35",
       "style": "IPY_MODEL_2d26958e388c4215903355a85a6f3b81",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "5196c72bb6054a0f83865af952a894ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "51a2c40c55eb4c3a9035598a3a43961a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "51a380cc72bd4c67a8cd75f07980c399": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "51ba3485c08e4bcf891992b5ae41c297": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_8b05f864bc2043ce91153eafa75ad8ee",
       "max": 1,
       "step": 0.01,
       "style": "IPY_MODEL_00b70506ac59483eab50fbe524d1e4dd",
       "value": 0.2
      }
     },
     "51c0f279db1847c6b7db79cc4e7af579": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "51c389e3182d4df486899457b813a721": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_84e3fc4a80564f5fbaa30f6d2c5f241d",
       "style": "IPY_MODEL_8027de69fcda4c1aa54a61ad3a87974f"
      }
     },
     "51cd0b88fc3f4c8588cf1d719e30f33f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "51d200049e6841178457280f49c7a71f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "51dcf99144f042c49a009c75afb32056": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "51ded1bca0a64c02ae798c88a70bd92c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_4265fc517e1d4b7788caa1b8d4f85111",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_1bc5403022814297a61211428696446c",
       "value": "[20,]"
      }
     },
     "51e2aea46e2c41e3977cee57e085d3cd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "51e6530a8ad64782b1ab7040d2a0aae7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "51e7cfb61b0c46d48095cba1c578b9e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "51eec7ba046a4653800313e3fa892106": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5206ccbfaa004bb3a86faa65d20f8598": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "520767d58d2b4657aca996d5e499b27b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "523c809f233848328e9e5a4133020a28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "524b9021455945079d57964d10df6d1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f0c28fbebda04be2bd763d1d960f7bed",
       "style": "IPY_MODEL_9b06331631e94b46ac5a3fb6d98db459",
       "value": "Max_interaction_bins:"
      }
     },
     "524e7d316e244d058b91fcc52b52b3b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_90254911b9974c05a6795774b7ef6a6a",
       "style": "IPY_MODEL_d7b978ab04154940a5b050c7747acd9e",
       "value": "Learning_rate:"
      }
     },
     "52548715fcc94a56a75bf3b8f239a705": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "525bdc5fbd364409b25b851257ce968c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0c7ee864101341d598763570e79fde7a",
       "style": "IPY_MODEL_513d1ccf951d431fac0da78b47707abd",
       "value": "Metrics:"
      }
     },
     "52696b36d8d8465b9d03c6c6fbc24733": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2b3dcaf8ff79425f94f6d0638f08e419",
        "IPY_MODEL_588f8781630b4ba58ee3f362d3958df7",
        "IPY_MODEL_68da1509e201489ab1a4cd450d7b16bf"
       ],
       "layout": "IPY_MODEL_c1f30c469822438d9be17e567f32d3ec"
      }
     },
     "52775e411a654320aefbf1cb02960bba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "527f8db1856340709f45f2aa0826df07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "527fb7386b0449ec955d44d85cd9382e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5287ec133ddd4dc2854c25b9880ed774": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "528b223caf71405180fc9ec2a48f7a41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_589541251bf64e7f8210493ff95e3134",
        "IPY_MODEL_65b79244e126406dae36f802b179a7f0",
        "IPY_MODEL_65c6eab9dab342b3b3b0a11277338b2b",
        "IPY_MODEL_7ac7c8cde5534c9fad437f7127336522",
        "IPY_MODEL_3fa1ba4781d54420991af55c4bb064e6",
        "IPY_MODEL_22b44287cc104f8fb9eb9f5a73bf072a",
        "IPY_MODEL_25aa57f0164d4626b3b1fca8e7ecee68",
        "IPY_MODEL_1a435d2064614dec997dbfa9a2da839c",
        "IPY_MODEL_0241b375de394c589a72c2151a872410"
       ],
       "layout": "IPY_MODEL_d1c3641876d54619b2cb57134d261537"
      }
     },
     "528fcc9b8e2c4cceb83c5a7b533e59ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7fc1eda32ee141f0bfd1e15dbdf5eab1",
       "style": "IPY_MODEL_d3aadb0c09254c30b951b78ba2ab866a",
       "value": "Model name:"
      }
     },
     "52afb504fa054f48b91ca646f06b928a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9dc9f65e07a14643949a62cb3ce5e21c",
       "style": "IPY_MODEL_03922b3d157443da93d69c74cd084e76",
       "value": "<div class='divider'></div>"
      }
     },
     "52b333065f784ee6b99c053d6532a1eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7f59dfb9c7b04f7e97a34ff45e7af12f",
        "IPY_MODEL_51ba3485c08e4bcf891992b5ae41c297"
       ],
       "layout": "IPY_MODEL_b7af8bcdad1041a8b0509acf14aa86b4"
      }
     },
     "52b7b05cfb404af6b7cf86142ed6bc1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1152d02139064a749e794bdf7cd03e4f",
       "style": "IPY_MODEL_fee42410860d4cb0a2ee8fa517fdf390",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "52d99ed14bb2481aafe15c2dc8956a9f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "52e3536b3d4b4bd7856c831afbeac17f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "52e594d86c57495e98e130b91ef4a384": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "52eec5fe6e4e4781a94f8b1dfbcbdd1f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "52f3ca83aeb34f9b9b539bac9b6a5efc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "52ff53025a6548488fa13980a684923c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "53068c023fa94a9780acd87eb88b7909": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "530cdb7ca3df4d3cbeffc54d15aa54bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5317ba552fda4c06b9cf36814e017e7a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_015c89cfa0ea40e0b8f6627d73b00e5f",
       "style": "IPY_MODEL_e710db9a95954d96b79d3395dc778172",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "531fb4dd0dec48d796790a45d238d3df": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "532d7f8b5b554586881d29552c51b558": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e0f8b1968e684ee390d3dce63b4339d3",
        "IPY_MODEL_c62026ad851e4cc49dd656af7a66a3d9"
       ],
       "layout": "IPY_MODEL_59095348859449c3b681da6ad62b93e6"
      }
     },
     "532dcac0ccc44d80890cf001ede76488": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "53302e789cde4caab152abe6ce8bb7f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "2px"
      }
     },
     "533292f14c5c46cd8194be17bf2bb2fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5333507a53624bfa9f91f047f79d3828": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_df59a531df0046b28b07ca016414b8b3",
        "IPY_MODEL_8d63f7eb3502449ba329770e9e46c4d1",
        "IPY_MODEL_fc03e1615c8e4edbb5ecffd5d475ab01",
        "IPY_MODEL_3e37d927ad2049eeb7dd4558044604b9",
        "IPY_MODEL_a930fbda87794c509b759c0acde9421c",
        "IPY_MODEL_7bd0a805c5514d2bbf460ec0d524bc51",
        "IPY_MODEL_8a9b83fa1b65489d9afb003266330f32",
        "IPY_MODEL_c6af6293578c48258466a03e631b09f1"
       ],
       "layout": "IPY_MODEL_a5f9b35b62b5406ea6b279fddd2ecb23"
      }
     },
     "533356d0ec034839a31c26e3bc69312b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_24881d249ddf4d4f944be9abf7289e4e",
       "style": "IPY_MODEL_64d1a6124f4345609ab37d1bf8dcccbb",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "5340d675e63b4700a9197131797de003": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5341b6beaf694734892031ea1e585a83": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_28a4db5a7c0d44e9a09cd8ab693e2e41",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_ebb1ef16c3674ac48283ae6ba5e1c074"
      }
     },
     "5346b7cd54524adcb33c268bdacf414b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "5359f388d2cc47e0a6df52949bdf646a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_13452f0944aa42628857ad282e7a5ab9",
       "style": "IPY_MODEL_96777a2b0a1c408d8f59cfbb14738b99",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "535ebbbd826144b19ac36762d189dc69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5365f7f51a214bb58c2995dc2c0e5dc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_22e2d1304f3b43368ec5e503b5c4d706",
        "IPY_MODEL_2ceb6c8f9ab74163a39dfad31c395c2b",
        "IPY_MODEL_de40a82c43c1418e9108a25507258551"
       ],
       "layout": "IPY_MODEL_87f4eba1a1cd4778ae4a9256edd58637"
      }
     },
     "53811c40093449ecb49f0e2725a523a0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_40c8345bf7c341648e17fc2639250f09",
       "style": "IPY_MODEL_8a85130ac93f464b9a0eaaefeede9723",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "5382b7f1f0cb46999a724f371d5089b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_00e286292245441ba81feed2dd4df5dd",
       "style": "IPY_MODEL_47cde6b0225e46ea905cb388cd7cb5e3",
       "value": "<p>Task Type:</p>"
      }
     },
     "5385f634bc9e4dafa42224898ce8dc6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_509c153c43fe4843b8631eb63bd1df55",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_d05c817fa0dc4288b97d480d078944c7"
      }
     },
     "5386373ab5d94782a62053f4d31bdec4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "538d442651664b4c87c84834da981e3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_386de08eeb53496388b36fd78e66861a",
        "IPY_MODEL_8f97816d9160494e89decf3e2a162d40"
       ],
       "layout": "IPY_MODEL_caaab481892040a79527600ccb8a8ec3"
      }
     },
     "53921c826754430fa00d111a5ef7e8a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_c2f752340ed44bfe88c823382803ac66",
        "IPY_MODEL_ef993ed6b57f4b3ba2d8b79c2f0c94b0",
        "IPY_MODEL_d905e35ed3c3485ca2b397bbeb56e4d8",
        "IPY_MODEL_3faca681d8f24161afc533ffec4f2579",
        "IPY_MODEL_2138ad039c8c49b2a46c91d919680c55",
        "IPY_MODEL_49bd08be9d7342f18547f333038a8349",
        "IPY_MODEL_e59e6895273d473285510d325c4ffadc",
        "IPY_MODEL_c45a9d27248a43cead61ec3989ba423d",
        "IPY_MODEL_6de456bdb3284d18a6ab875fa77808a5",
        "IPY_MODEL_8d64c5dd4d594ccc833155cee5109576",
        "IPY_MODEL_a74c2eca96ef408abad253c5e8915d12",
        "IPY_MODEL_41f93c7df6ee4652b3d95eb85e3af92b"
       ],
       "layout": "IPY_MODEL_6e6dc487bb5c4818a247c32634afce1d"
      }
     },
     "53a2270680654d92a5bd22d5f271030b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "53a3353eae1a4990880d412eca69a751": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "53ab4d853c6d48d2846917a76c86755b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "53ca83148fed4686963e673f9da664dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_542e321bfd444d52a3520879b3333bfe",
       "style": "IPY_MODEL_ae8184b8641c4fc3b71c2c66396e0b06",
       "value": "n_estimators:"
      }
     },
     "53cca8e1c66343f1a04005c56a1f0e97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "53d2b091e4f24e4a8789015d578927a9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "53dda392eaa04abcbd42465d719a2563": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "53e142dfdfb8411487188449d394fc8a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "53f65b49c0404d63b13065449af32463": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_61338aee271f4b7a87bd95d4c800e695"
       ],
       "layout": "IPY_MODEL_e69a2c7bec7343d7aeef02b5ef35dedf"
      }
     },
     "53f70fda41204e60a5799d94d219fc9d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5400e30d15874e71a41de29724f31187": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "540e6401a2d046319aebd1298005050f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "5411be4a793b478298de53abc1eba368": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 9,
       "layout": "IPY_MODEL_016aaf25e6094567af0c219207d95e93",
       "style": "IPY_MODEL_e97a8d6f5a414a35b20e976604b50566"
      }
     },
     "541ae71fd9ea4e688f57abb713082ecb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "541e4b3cb1d3483e8b724cb73ac83e10": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "541f75a0f80e44e89dbc010e5f3d56b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8b91a811597e42d592864062803be037",
        "IPY_MODEL_ca34c55f0db649f5af586a74db3d4c67",
        "IPY_MODEL_4420bba0e570456589bf1b70c436e927",
        "IPY_MODEL_9fe74fea70e3478a92a7cc285883d5d4",
        "IPY_MODEL_0f3284620d754c80b67f0fa0e5db59b4"
       ],
       "layout": "IPY_MODEL_35004708446a477ea38db5b2a7fa6479"
      }
     },
     "54245811f06146878a21d39998e4e1eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_296b66ed5c714f33a6b69e7a7b5d59dd",
       "style": "IPY_MODEL_e33f9acf3dc54d81a1de9c6c63bcf1c6",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "5424aca4f6c7441eb9a8d2d888dbec67": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "542e321bfd444d52a3520879b3333bfe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "542fb9ea52fe4f8eb3889ffc6fc4a064": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "5438ca66e17543019bd9319b03496ae5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_183ca8d6c5a04708b20c1a172fdb0d30",
       "style": "IPY_MODEL_99bbb9e2b8fe42b797a922f04230de80",
       "value": "n_knots:"
      }
     },
     "544a5235391a45bba36ce293bc7a5e5d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_69193aae638443ad8ceb98e02e7d1aef",
       "style": "IPY_MODEL_2fadf398e7284b648835e5a9e1556dbf",
       "value": 3
      }
     },
     "544bc897d23a427f96d28ebaae9b6090": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 1,
       "layout": "IPY_MODEL_a3ba473567f540d89aa317923473c407",
       "style": "IPY_MODEL_379a25d27c6d482c9720fb8835f21b6a"
      }
     },
     "546959795fca4f768804fcbbccfcd8d7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "546bcd428113498e8e339f7fcd648990": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "546bfae035bc4b7588145cb6eaaae82f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_77525f4a7e2e47eb9871c5e40313f2b2",
       "style": "IPY_MODEL_63c3c45cdfad4279a7335ba094fc5004",
       "value": "<p class=\"notification info\">Excluded attribute \"Majority\"</p>"
      }
     },
     "5483485d118e41e48deac3ff7fd61ec0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5485f87ef22b46d1ae6c062143b59e1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5487b7fa3bdc4798a7e5f1b0a0c1bd47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "548a76e9159d438b982993c428f231e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "548d2aa13d124aa1bd2e1563ac3a27ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "54920ac9d66f422bb0a8da9e09e9c93c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_3d998e4f38b24195a76c2e9164871e82",
       "style": "IPY_MODEL_c73e4b1203c74521abeff43d9e8e52d6",
       "value": false
      }
     },
     "5493d6293dbe4655a6efd782c78bc45d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5494e6bbba8345f0bb7b33e9af0fee77": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "549a7685c69d4dcc8ffe4b225aa4e32c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a312b4e61b7c4af5a5b81707493df72f",
        "IPY_MODEL_524e7d316e244d058b91fcc52b52b3b8",
        "IPY_MODEL_86ceadebf5c2480b965a5a803c308ca8",
        "IPY_MODEL_3a6c1ac65d8b4c13a89f13ac9290b6a7",
        "IPY_MODEL_df9bdb50b9d9463ca0b8fd15533dc0bf"
       ],
       "layout": "IPY_MODEL_023477dd97024780b4bab64cdc30b1a4"
      }
     },
     "54b8038ebe094566bdb32e3aa0e1a561": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_19fe524105c243bc888d4452693c2415",
        "IPY_MODEL_5385f634bc9e4dafa42224898ce8dc6d"
       ],
       "layout": "IPY_MODEL_49b1a1f961c84fc2bb100c8014413dbc"
      }
     },
     "54bd2252ddfa46d8aea073ff18f09bc8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_1779bac5c0e24e26b7a2010fa527131d",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "167d4ef90df9478b970c9350a8f2b1ee",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value='<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>')"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "54bde74faf814750be99073e7512a374": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2f2dc7f3784a413bbb1f0fc1a5933614",
        "IPY_MODEL_988e7f4a146048ae95b27f11d376e17a"
       ],
       "layout": "IPY_MODEL_359a756147a848f4a4f6218cfa2b19d1"
      }
     },
     "54c2b96917ca4f2dabd4331d39472216": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "54c7ed68e8314eafbcd42405d9058f17": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a7969d8f550945d1ac4b98b885371fe6",
       "style": "IPY_MODEL_d9af1ab32da44971bfdd5dc72fa5e1b5",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "54cb8ab1ee874b5c9b49c40242831fdb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_972afe864f4e43caa28d8ac3467a2132"
       ],
       "layout": "IPY_MODEL_d4bef893bdd64bff95b389886993544c"
      }
     },
     "54cdfebde5a04415a1ad8bbf2b6ce09d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "2px"
      }
     },
     "54d5a87434f340e09b6771b13f5a4bb3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_46d2e7ebcde5487cb6a2c304ce09dcac",
       "style": "IPY_MODEL_359bc69b436944d9ab79fd897b6b80d0",
       "value": "<p>Sample Weight:</p>"
      }
     },
     "54f519eafbbb4a8195a4e918cbb0047e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_38ddfaf8756141cf92ee257c9170f115",
       "style": "IPY_MODEL_11be2908609248fd8decafdbba2ef0ba",
       "value": "<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Group Setting:</h4>"
      }
     },
     "54f5f27d392b4210a8a02024e7ff8924": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9e14783569d44a0287fff5ee5105f8c1",
       "style": "IPY_MODEL_69e1e8d509274850823f31faa18985fa",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "550339c633cf469babb69bb104563bc1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_78dcaf88eba6420082f4d79b7ffda5f6",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_06666f4fe5b549daaf1e6c505a7ed1b8",
       "value": 0.6
      }
     },
     "5503d86815f64932b91f20f8af2bf3fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5504ca8757024ab4918a141b8528d891": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_8a439a5365054523b550fea16f7b5305",
       "max": 1000,
       "style": "IPY_MODEL_45c213246615474390d490cacd9f5341",
       "value": 32
      }
     },
     "55094ad4e9844b60a003d485fd1dfd4e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "551c22597f8f466bb3f2fd3df15e4ce9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d4150b91c25e4ab7a2a6313206134270"
      }
     },
     "5528b16314594773a7b395129f1ec5b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_771a7373675147e0b98b8211e8f542b2",
       "style": "IPY_MODEL_f6faded729ba475d9b810c3b73de0319"
      }
     },
     "5529dde0d26a4068a8ca77b85216f570": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "55399fd195234888881202f2855ad6db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_bf21897712ee4b70aab628b2c1c98c5d",
       "style": "IPY_MODEL_0ad5ddb8e72a4edcb2361e8bd86826f2"
      }
     },
     "556083596fa94cc5a8c2d8f24849d227": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_ffd5f6d503ff434caa123441570a3d67",
       "style": "IPY_MODEL_e7668a6427404232aa58fd3fe0da529b"
      }
     },
     "5587d364252f4aceb7bae6dfbd3ef95d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "558b6e9f1fe34629a345b10e32c6279c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "558eb00f76664453bec70ff016fb14f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cbff5a2fb70a4d46b3e8e964c3cc9c14",
        "IPY_MODEL_f07b8eb9e6b442a0b0cf747c11aff91f",
        "IPY_MODEL_acbb48fd414d40c38a0f2dd9e5cb3476"
       ],
       "layout": "IPY_MODEL_093e59be2ded45759263e25f5d5b4463"
      }
     },
     "55a8bf298d9e4c27a37e319faa1b0413": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "55aa69118f61472a9eeec6eafa257f75": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "55b849cd75fd491eb5cdc381d3ff297f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "55c1fb7701a04e1180a964b5df6e0d80": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_52f3ca83aeb34f9b9b539bac9b6a5efc",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_841e25564bda4145815008558d7d588d",
       "value": 100
      }
     },
     "55c2a94913a54b9e8d4801d9d2841c75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2e8722aef53842648aa6d8b640b5aaa1",
       "style": "IPY_MODEL_78784b3b70274df7aefa31f1bb9477e6",
       "value": "<div class='divider'></div>"
      }
     },
     "55e206a50fcc44328e9cbe0ef9b9a1eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "55f4d8afa77f4d1ca1327094a47cf9dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5612397914754243b0a75e438bb880e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5623aa5ae65149e0b9bfc08c71714380": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5627a9976b7d440d935bf8463c1d975e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7426d2b771dc484da3104f565e821af4",
       "style": "IPY_MODEL_15ed474493244f8a907e8aac21cf6515",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "5633bcc0d51542d18a1eecaaa309f652": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "563ce74a1acc49a28e026b362a7af4f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_525bdc5fbd364409b25b851257ce968c"
       ],
       "layout": "IPY_MODEL_2521d1075a474b0b95624b8eadde58a4"
      }
     },
     "56441592cd9f4f5facc1fda1c6805106": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "564a3451dd154f15a903c6af778d223e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "56544f71f70d4c0ba736fc30d94d6ea3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "565a0c1407454ca89b33d293b0676361": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "565ac9e28acc42529b1f6e4e3af7daf4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "565f7366843f4470bef95fcf707232a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "566c617576064adc8f18f69768b44944": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "566fbdeba19e41a6812bf0acb74f2cf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9ef33e4a69e0485e9e44d947c61c1ad6",
       "style": "IPY_MODEL_23edba6393c3482cbf4be91b8b8c9d12",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "567735267a834538a187423eee20a4da": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "567d5bc1767847f8bb1eac4162434b05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_ddd063739125426b958d9d1d4e0eb4a6",
       "style": "IPY_MODEL_395558d8eb0343f9b9378ac6fe17ebe1"
      }
     },
     "56853a3bc0bf480bb90f27be6b64aa88": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5687d0dd8c514044bf568a9afc0ed04c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "568e8751cc1c44fbb9afa4e50b5984b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_53f65b49c0404d63b13065449af32463",
        "IPY_MODEL_eb270315d285464e84b0e117c8f90be3",
        "IPY_MODEL_2b3712949b7640958b964d20142122eb",
        "IPY_MODEL_6a55998d6fb04412bfa3cbd194415472",
        "IPY_MODEL_29cdfa5edfde4b4eb2cb77998e544946",
        "IPY_MODEL_75f79068186b408d81525e621a63cdeb"
       ],
       "layout": "IPY_MODEL_3b70601b845e455d96e9802b2001a8f5"
      }
     },
     "5695f1e0638d45a7bb5e3dc8aaad4704": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7ed4142fa360433e8d152a6a9eb79fb4",
       "style": "IPY_MODEL_9995abc425404efb8bc2e65b861b371d",
       "value": "Exclude Attribute:"
      }
     },
     "56bb713c62024909b1769f5fa9ae07ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "56c2bc0f6b524d3cadc02f365800d82b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "56d6d4575d314384aea5d46c29e60b17": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_82419e60b7234c578d789525875d3eed",
       "style": "IPY_MODEL_e01907d5e43b4a16bcb96b9c7c864029"
      }
     },
     "56f2e2309392489580f533e800e6ea46": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "570704eddb1a4dc3a5b9f6211cb105e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "571dea83eda847fa8ad0bb4991ce62e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_91d701973a8b4ecea361efbc51f5fbcd"
       ],
       "layout": "IPY_MODEL_89a0311f840a495abf606fb833fd952c"
      }
     },
     "571e6ba9df0e4dbc9114058cd7e168c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5727126e5083460a9414afbfe19e98d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "574e065971314c3da5aac99b854c413f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "57505e973ca348d6a0f0ad52400c863b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5750d8a5189b46cd96cf2dd6988797ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "5766b93c52bc4aba800aa14d881d9eb7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "577430efffcc42ec82de7da29350ea7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "577ddfc45a6b4a99994a6a771aad8b62": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_a3d97cad205d4839b9a282643e4287b0",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_857335fceb1e451f9cb0d3e8298cb06d",
       "value": 0.3
      }
     },
     "57812befbd4f4feba479d4e7e2a64478": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "578961020b6f4c988dce3a9a55107182": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d62da63940e34fc8a418b27427838240",
       "style": "IPY_MODEL_000213275c354eefbb0c11d727077043",
       "value": "<p class='notification info'>Register GAM Done</p>"
      }
     },
     "57913db6d54b40198ead3f8946f56751": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5798fea25fa648e29976f95898b9e7c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "579d7b843fce4b9fb9e32a74922071bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3c19efc93cd9482d83fb8b0ebb34743a",
       "style": "IPY_MODEL_5f3a295572c9400bb16f162244d80c30",
       "value": "Learning_rate:"
      }
     },
     "57adb41922944f8eba30f6ead4975d05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "57b6ff4b45b8446b93984e3e1e46271b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "57c85fc95fdd410c8b2243c5ab7f3faf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_16e0f6758e3f4d6f8727073364f1e451",
       "style": "IPY_MODEL_a47cc37b93204f6087143fc242cf7924",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "57ceea2820b249d89aab003db847daa4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "57d92fd316c04c778080e26ecf0d7bf6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "57e1eb2e10cc4c18a4d99e502ec92e49": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0e9b5b77846043f797d65207751f358b",
        "IPY_MODEL_2a64316059664bf29776b26ecdc9418c",
        "IPY_MODEL_1a990d1ade614c2386dabd57e4a6feee"
       ],
       "layout": "IPY_MODEL_8cbe84be13774e36a2d2d2881f223d23"
      }
     },
     "57f7980235c54afeb0b23b432c85a063": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5805dc3932b344d6a237aa0d228bda17": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "5817dfd07b8048a49f00098de84196b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "IntProgressModel",
      "state": {
       "_dom_classes": [
        "progress-train"
       ],
       "description": "Training XGB2:",
       "layout": "IPY_MODEL_182f6f5680cf442ba7a994fed2cd4c32",
       "max": 1,
       "style": "IPY_MODEL_d236bb48ae9c452ab5ad9f121834d32a",
       "value": 1
      }
     },
     "58212055010244c78c586ab2ea74edd7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "5826a641d96944ceb4eedcd60191af58": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f3ac5dc78b844f5ab6e7998c376dbaaf",
       "style": "IPY_MODEL_68162aca7c9e4d999bcd87eca04e927d",
       "value": "Max_rounds:"
      }
     },
     "582b871384be47b6b6b3aaa603cb7924": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5831c351cc774736b5be025c603a4ded": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "583bdd8e952246fe8ef2afdc1f8c07d2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "583d38ccf2a14b09a992871eb4e2313d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "583e3a89de36491fbb887fdc0151330c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5840ca727b4c4a98832ccd71638055ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5843b0ccfc2c4cae9eb33f8830ae6dff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5844724f8a1f422ab11462b3df85587f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "584ef5dba06348b690312d04605ca99f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5852894c0c324da4827efaa221e8cd6f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "585b9e4343b04df7b5d31191655b6abd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "585c48f1cea0407a9252595a1a3033c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GLM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_a69e7635238145328dfac561e02c0c4f",
       "style": "IPY_MODEL_ccc356d4754c44a1864790f0f711cc52",
       "value": false
      }
     },
     "5860f53f79024d75831bddc106c9695c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_bcb2ac64c9b94c5ab99d506e609e6f2c",
       "step": null,
       "style": "IPY_MODEL_f5e00eb748014548807b548ae014b150",
       "value": 1
      }
     },
     "586e5146e08b483a89f51a97a492c968": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_00911f404269421fbff9c91869d03d21",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_7d30f972aa17474baf90e6084b2d7faa",
       "value": 500
      }
     },
     "586ee07cf10c42d39a37e268cde887a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f5cd3e5e99e345a7b67627bafb45e985",
        "IPY_MODEL_4fd55104ffe44694bf4950085d95b8a2"
       ],
       "layout": "IPY_MODEL_bee3ed20278346738426f383ffaa9aca"
      }
     },
     "587704c66e9641c3be661ec524591a18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_aadab6c87521499588c06551daf2a85d",
        "IPY_MODEL_9b9be37ce2ee4119840a205a742aaaf3"
       ],
       "layout": "IPY_MODEL_b776809e27154191abd4b203a88453b4"
      }
     },
     "58782cb5546c429c9951fb0a7c917fea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_433a9e4aa24b45d6bcd36e1e1217af1f"
       ],
       "layout": "IPY_MODEL_3511fbe11cff4760bce8243e2d982d67"
      }
     },
     "5887013d52764edc831b05c7161591cd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "588f8781630b4ba58ee3f362d3958df7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "layout": "IPY_MODEL_54cdfebde5a04415a1ad8bbf2b6ce09d"
      }
     },
     "589541251bf64e7f8210493ff95e3134": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_43caa740823043858ab096e0f103e90d",
       "style": "IPY_MODEL_bc7ab243a7ba48c8acbafcb3d4864860",
       "value": 10
      }
     },
     "5895627fa07544ecbc72a28cb415a400": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "589df63aa4ac47a5a1b980dfd844812e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3c7ea5ed2b9d409ab46a9f40bf88f1d1"
       ],
       "layout": "IPY_MODEL_98df32a2ef464bf09dba20fd345c9d3e"
      }
     },
     "58a3d1b93dbc4a21b857ccf3b6c52b16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "58b83de736074aa7ad3954a48262201e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "58b880d5b51e4ed088d5f2cf0700e67d": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e6f6889063c84f46bc2691f8eb5cc3b6",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "7448bd0d43b346fd98cb545577e6cb45",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 0px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a5b81c08ceca4b818aa84c7e5bab52f7",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "58c71078b5e24f5682a50fac53a46109": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "58c8f3c2b8b2484da6dc5d1a0a96a184": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "58d3773587774958b4465a6fb3375257": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "58e5e0f7880540efa1bc8f067b1c7d70": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a6e10cde9edd4c978561c05bc6aa4493",
       "style": "IPY_MODEL_8c189421954d4e58b58410d587ed4bf9",
       "value": "Exclude Attribute:"
      }
     },
     "58e803194d344a2798a8e01847e8e417": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "58ed5b56bd9b48a1ba32dadd3307ac2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "5902adf737e844f8ac9785da380bc2b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "59095348859449c3b681da6ad62b93e6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "59259be948e84ccb8562dd27e5277461": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_2e3a7bba3adf42a8a251ee57aa52d3ac",
        "IPY_MODEL_c45ffe08678e4b90b7754abf55d0dbf6"
       ],
       "layout": "IPY_MODEL_f6b7eb59535e4cfdb55046b6c5b2879f"
      }
     },
     "59483c52d31849a3a70398d1a28995ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "EBM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_71c5b9efc88a4ab882753a3b07b759ec",
       "style": "IPY_MODEL_041577110dea4d1eac119cf4d83bc84b",
       "value": false
      }
     },
     "594b3144cb8441819c081964ab488ce6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "594ee31c2e5f498b9586dc0a73f354d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "59536f849fde418cb42c663c2f3ef2a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ec460afa6bf147aca1c7ba9fc34da49b",
       "style": "IPY_MODEL_2b360422be8c4ef189fd784733757514",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "59764768bde344d099da9a00e1ab6c11": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5976fc40188a451ca22b5fac55f0ef51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "59795cb5b99f4c58853274b29a576534": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aa0cdac353f342af9818e4c96e8ec641",
       "style": "IPY_MODEL_9494e61ffc164e2891353debb5593c09",
       "value": "Feature:"
      }
     },
     "59877f964ef944878485254b673d46d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "598a0441ec924b32a0e77b4f44eebb84": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "598c206ca919495ea78294f4bd9a900e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7786b60e74a14592bea9509e2d586d3c",
        "IPY_MODEL_ff692a59df634d9ba65777183df27c8a"
       ],
       "layout": "IPY_MODEL_9f989395ef2845c1bb7a12e50a3ad0ad"
      }
     },
     "59915c5b82174c8990e9184656b64d1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_e0f6c0ae6ea6400bbbdafd6db3d2e875",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_9d517602de3e4da0b09e2cda5b6b7a55",
       "value": 1000
      }
     },
     "59948d5beb34438a8f27385aa532de1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_35d1723102354aa5a62ee6eee8cd67bf",
       "style": "IPY_MODEL_1730dd69993c409783df4ff614e709ac",
       "value": "Threshold:"
      }
     },
     "599552cb66b24d838c7774c3f04f63e4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ProgressStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "599755b59f424df99198b0a2c676d06c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "DEL",
       "layout": "IPY_MODEL_41c1473481a7412190d6629a263e6fff",
       "style": "IPY_MODEL_5ad8c41ef21f4c36bfbaee6f32b6aa0b"
      }
     },
     "599d52b9677742a28bbdfafb8f8c4b85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "59aa68371c834685acde2b980676ddf3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "59ab36f9fd7e4f5e900b4d3b0a931d2c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "59ae9369315049c98bf67325883296f2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "59b9f733faa446d48f89f128a2cfd935": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "59bd7e41fcf64a2c8ad7c48cf1d465fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "59d6de3bb7914768824528835913fad1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_140123ee98584eed8375f8a0244f9a3d",
       "style": "IPY_MODEL_f7d2217812ea4a2798bd8e9726e58286",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.0105</td><td class='ptd'>1.0055</td><td class='ptd'>-4.1115</td><td class='ptd'>-0.6876</td><td class='ptd'>-0.016</td><td class='ptd'>0.6619</td><td class='ptd'>3.7235</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.0038</td><td class='ptd'>0.9987</td><td class='ptd'>-4.4414</td><td class='ptd'>-0.6617</td><td class='ptd'>0.01</td><td class='ptd'>0.6781</td><td class='ptd'>4.5475</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.0271</td><td class='ptd'>0.9966</td><td class='ptd'>-4.0406</td><td class='ptd'>-0.6994</td><td class='ptd'>-0.0264</td><td class='ptd'>0.6424</td><td class='ptd'>4.3087</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.008</td><td class='ptd'>0.995</td><td class='ptd'>-4.4915</td><td class='ptd'>-0.6591</td><td class='ptd'>0.0048</td><td class='ptd'>0.68</td><td class='ptd'>3.864</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001</td><td class='ptd'>0.9876</td><td class='ptd'>-3.9901</td><td class='ptd'>-0.664</td><td class='ptd'>0.0007</td><td class='ptd'>0.6597</td><td class='ptd'>4.0931</td></tr><tr class='ptr'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.2716</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.0569</td><td class='ptd'>0.1701</td><td class='ptd'>0.419</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.7284</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.581</td><td class='ptd'>0.8299</td><td class='ptd'>0.9431</td><td class='ptd'>1.0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "59d8d01d97a54bd494c69d02a91e898f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_bfc15f4cfc8e4d4ebce6638f31679996",
       "placeholder": "Input name",
       "style": "IPY_MODEL_492cdb063a2549a19e947dd41772591d",
       "value": "GAMI-Net"
      }
     },
     "5a178cba4efb4964bd27739265e5830a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5a1ffbb9aebf483e82062a02246ec2a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_20139979356d4c778787eb85beec26ba",
       "style": "IPY_MODEL_0b9857885b344d5c8bdb6fa9eda6a6e3",
       "value": "Metric:"
      }
     },
     "5a21a767af294e049ef57a5ba89329ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5a295cbebd9148b2ab4ceff5dbdfe312": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "5a2dc8bef07d46a8b26242531015a70a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "input-width-with-parent"
       ],
       "children": [
        "IPY_MODEL_a958e0e331fd490988274fb85dbc2a9b",
        "IPY_MODEL_caaf73aed5e9461ba2e82770cb531c28",
        "IPY_MODEL_ed6b099ccee7476996310674112ae9f4",
        "IPY_MODEL_ec8632ea1aae4968ac944e7910737a83"
       ],
       "layout": "IPY_MODEL_fc6404eac4544900ae170fadff6c9026"
      }
     },
     "5a35d079acc2455b97003d3b65869f9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cca5184f7daf443f8075c2e0b8de2aa5",
       "style": "IPY_MODEL_25d5798c00814d4a8796e17e43143d8c",
       "value": "<div class='divider'></div>"
      }
     },
     "5a36444050d7433b9a14ddc9958d6ee2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_74303223f9c644448864131956752ef1",
        "IPY_MODEL_910a36dbfa2e40548212254f8c630890"
       ],
       "layout": "IPY_MODEL_2c10895435e341ecb5ed374742cf1593"
      }
     },
     "5a390807818c44d2a1c8b99178d19551": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c09ba078beb04ebdbeaf5618c9e7ce46",
       "style": "IPY_MODEL_d1d7394ff0a949c69784062ac80b46b8",
       "value": "Model name:"
      }
     },
     "5a3d6161867440df8faf68033d922af6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_94a5af3194b1450e96015c6c92c79f8f",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_14fdb73c20c34a32ad4f88e44cf5d39a",
       "value": 0.8
      }
     },
     "5a551d52c6c94c43996f943e0585bf9d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5a6fa4918e8446dc8735bc5ef6a3182d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "5a708bd92b3e4ab594686dec7d98f57a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "5a77a30434c547c7a9e1e3ff22d781d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5a864d5388d2473ea6f0cc438a92589b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5a92dfe3746a45948bc7926b8cd75e82": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5a9c48c3ca844a86a55352a81a06411a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "5aa78da4a24c4b6b834cfad8b7764d97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ac9efe3ac965475e951bb82b89e935a9",
       "style": "IPY_MODEL_157a5c6d104a429e91e5dfdd98c44c63",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "5aad061fa88748e4ab9b6cba35e9feee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e997a35c470849bcbcda6b01a3d4ceda",
       "style": "IPY_MODEL_4aa93d93975d4c33abf7475faac5fd4c",
       "value": "gamma:"
      }
     },
     "5ab598f152034c099877965baa2d2669": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5ab61e8e2bf74c3abc07bb5e54a0abf2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5ab656eb758249b4acba1835f7589b23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4dffe456f6de458fa0d1871a8811916c",
        "IPY_MODEL_666bf1262eac4f0f96ba76b06005aef5",
        "IPY_MODEL_bef2977838944a9c9940ca42f3e23e1b"
       ],
       "layout": "IPY_MODEL_dbd37c6b33be478ea7dd5df60f4655e1"
      }
     },
     "5aca6e56c8454660a3204dca73916c53": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a0b7206a2d59421885b4bd4aa23e8477",
        "IPY_MODEL_ee5b7c8950ec4a69bf1b9aea662f2bc8"
       ],
       "layout": "IPY_MODEL_7ae9a97f86a5455b9f9b7e885fb7c496"
      }
     },
     "5ad2bb568b2949d48423286f9e55e055": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4d4d5bcf1ba445e3a6e22600fe3c5b2b"
       ],
       "layout": "IPY_MODEL_5c300bda8d204c579c0165c227571665"
      }
     },
     "5ad8c41ef21f4c36bfbaee6f32b6aa0b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "5ae6477bc96246de9ac1f0ab021f26e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR",
        "SMD",
        "RSMD",
        "Odds Ratio"
       ],
       "index": 0,
       "layout": "IPY_MODEL_6ca17a77054f4f47b23030f4f94a7945",
       "style": "IPY_MODEL_1b19229fe0c744fb923595fd3e943641"
      }
     },
     "5b0169ac3ba1475ea612e5c425d7c962": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9f161d9887f74ed9829572eff558ef40",
       "style": "IPY_MODEL_28cce41c54864221993f87552deccaa7",
       "value": "n_knots:"
      }
     },
     "5b08d9ec24d143ea9e679b99a1bb83e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_aa85843ad2e24f8abe4615935e0ddcfd",
       "style": "IPY_MODEL_34be87a4b8594b73a0c9bbfda46805eb"
      }
     },
     "5b191fd367d2456291941cf74741e5f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e1cb52202c804f73870173e7987a518d",
       "style": "IPY_MODEL_d05df09e00c04e8ab7eefe228b7ec354",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "5b1cbb568ab9420ea42f6bb4b95df985": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5b32459bd82f47ff93e631225f18b46d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8181d3d5e68540418a708f714f5e2825",
       "style": "IPY_MODEL_4bb69c57cabf4dd092626e59a3dbbcc6",
       "value": "<h4 style='margin: 10px 0px;'>Choose Model</h4>"
      }
     },
     "5b34fa447f134e4d8add3c06fd938667": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5b4b1e7fda154c109dce8b92e3814fcd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5b4cbb67315743a0b827d6ea89759553": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5b5107f978f445ab92786c759fbc85e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4f9b8b12961c45499063ed8043a68387",
       "style": "IPY_MODEL_ddff2cb6f53b427a8f827c5abe23372a",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "5b524c3adafb4cb387773aa754deceeb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d5d1b76dd5754a42bff3210480fbf2dd",
       "style": "IPY_MODEL_0ffd1f3e7e654e93ba9230b83ab8c692",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "5b6a1d99244d4e7cbf2c9a221958e82b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "5b6c35531ce8451195b683f560583f5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "5b6fa3223d3a44099737e82eba3f660b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5b86532eb0964141aacc718a9ac4e79a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "2px"
      }
     },
     "5b8bf2fd1a264496b292db1d071214cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "5bacf375c43b4d84ae3776ba3b1d1885": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8ca7f3de1acd4930af7568c669b70218",
        "IPY_MODEL_e946ce953a7e431db0fddd46da5081d5",
        "IPY_MODEL_da4a9098d4cf4b94af5d7229ce593a27",
        "IPY_MODEL_b515ec3eda0d4fc795b67c8f246080f1",
        "IPY_MODEL_05e62a372740463d9304ef156fee22fa",
        "IPY_MODEL_27c8a7cc89ea40f2924570bfd3d034c8",
        "IPY_MODEL_95dac771157b452ba41a2aee6c19f4f8"
       ],
       "layout": "IPY_MODEL_5cc0a305a927485589efdaf6b26880a1"
      }
     },
     "5bad38ae1e004bdf94de596ed07d5cb0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5bb892090d6c466288830a2a19859486": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e7c46d68349f4fd9bf2f28a56f16e9e1",
        "IPY_MODEL_aee052b8aeef4395acb0a05a309e6c30",
        "IPY_MODEL_54245811f06146878a21d39998e4e1eb",
        "IPY_MODEL_f6a3b1e6450e40f7ae473da3837c46e4"
       ],
       "layout": "IPY_MODEL_68a602258f574325af3ff875b3ac87d1"
      }
     },
     "5bc3181cb88c494cb6027f7e131494ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_1904f3fb23a34c1a9f211de7f516adef",
       "style": "IPY_MODEL_9275188938dd4a229d7a191f80c050f8"
      }
     },
     "5bc4cb755a9542348bbf71d41f07df68": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ea20130d456f4e54a67c321c0e6d398d",
       "style": "IPY_MODEL_8c2f7009f4fb481097702d407aa2df3b",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>GAM</td><td class='ptd'>0.8509</td><td class='ptd'>0.8480</td><td class='ptd'>0.6034</td><td class='ptd'>0.8524</td><td class='ptd'>0.8505</td><td class='ptd'>0.6074</td><td class='ptd'>4.3</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "5bc970bde8394e529530e7277e6479a5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70%"
      }
     },
     "5bd14b2c873d403092495fe278e4edbc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "5bdce47ffc554298a0069030f7e879c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5be0220b49884a938802971c8d1609df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_136556ba2f9d4d0887fc4e97663e61c3",
       "style": "IPY_MODEL_d41ee944248a4e9e93e38f607a8ac917",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>GAM</td><td class='ptd'>0.8509</td><td class='ptd'>0.8480</td><td class='ptd'>0.6034</td><td class='ptd'>0.8524</td><td class='ptd'>0.8505</td><td class='ptd'>0.6074</td><td class='ptd'>6.1</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "5be780dbb97149bf872beb648bda01fc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5c00787c6c094bab862717f96f68b5a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a96007a33125497bbb47e7546f70ad48",
       "style": "IPY_MODEL_fc9414b381cb498cb8fa018176385dee",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "5c0dcd56a76943d29c71df96a5283441": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5c300bda8d204c579c0165c227571665": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "5c33c6ad9a4843a4a300b9d6a09c9a70": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "5c34d38a188c474a81c7e8531768e640": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5c370bd2ca094b2cb6fcebe955eec9be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5c3ed100d7aa40719ed78e5482f4dc40": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "5c4d5afea9ad4a2db8a75b0522d0ad9c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5c5c5b5f6ee04900826f37150d6a32f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5c5f87856e9b48c1a0cd0064a6aa9fe7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5c66a69cd3344572875374357d0f01b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_451bee91dc5248d8b1f8604a2a25d658",
       "style": "IPY_MODEL_4b48175e7340482db94b9ab0bebba68f"
      }
     },
     "5c66bf2202c84b078e77635fbccbdecd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_827737a0393b47f7a8de0ba1787a7dc4",
       "style": "IPY_MODEL_bd91f7d97b7e4cebaf0f80333064801b",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "5c6f05a0f96848538e55466292a7c796": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "5c712f66816348e792639d92b1f03bc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5c739faf656d4ae88f071518293cd115": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ed3c18e55e2642a2a6fd7e012549cd47",
       "style": "IPY_MODEL_b8056ce4bde7424e9fe05d94c5f496fd",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "5c7cc78046844f96b5fa03228840f602": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5c7dc4e79483449c931b6503825df310": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5c825d395b37491885341f8759cbd8be": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "5c830d47aa9d45fca868cf162e5bf3ae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_354af78fd13546f59f41a14a78187c23",
       "style": "IPY_MODEL_1a4bada85bf0462795a6631243ec3131"
      }
     },
     "5c8f336a5502420298f19abef366f9ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5ca7e84d27e44fafa048442d7f8dec63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ba0402ed13e94073a4fe6f1136f12d00",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_15af1a6ce6ba47f2b07dbd4153299ade",
       "value": 0.001
      }
     },
     "5cb9752f6718402482e3d43fae48a96c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5cbef02ede334ca0bb7abe60c9b7fb99": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "5cc0a305a927485589efdaf6b26880a1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5cc860173881436485d04847b4901e9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6bf73d385d8749108f66f96e505c79c8",
       "style": "IPY_MODEL_1ac5343f176546118f08133b9e1e216d",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "5ccb8bdecf7f407890bdc946f1e1bfe9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "5ccdaabf46fe438b8a2c77e36b52d93c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_2acdd671ff7949569cfc3d98c17e0de2",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_2776176cf6cf443388caf02fd7161dac"
      }
     },
     "5cd2146f0e5c40a9a9b4c83decea689a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_ff1b278e07254eccabf713d96deb0528",
       "placeholder": "1e-3, 1e-3, 1e-4",
       "style": "IPY_MODEL_c2f2f8d07e36475c85a3993bd595a5a4",
       "value": "1e-3, 1e-3, 1e-4"
      }
     },
     "5cd73f30fc7a4523bb92a1f7f92dab4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "5ce7bb04ea5b4210ad0ff988287e4d4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5ce8d6a4b7804fe293cf16d3c8a73b6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TabModel",
      "state": {
       "_dom_classes": [
        "data-summary-tab"
       ],
       "_titles": {
        "0": "Numerical Attributes",
        "1": "Categorical Attributes"
       },
       "children": [
        "IPY_MODEL_165bce8a8fd04827aa2ee4b88cbf7f2b",
        "IPY_MODEL_a3af69f12ca14cf294e90354eeba9772"
       ],
       "layout": "IPY_MODEL_64e982a29f0a479399fe617cd56b4719"
      }
     },
     "5cf7a3fbb47d408c9bb97611f072c02a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5cfb8d25ff8b4263a4eca3a4fc95c67a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5d006dbb2bdc4df298898759deab4943": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5d0846b28ed44adbb57b2caeabcf7454": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5d1663c4e8a14b519b7758de02a4886e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "5d1d141837254b20900a9d98fec97388": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5d2452184a364f3fa04614e6b08f092b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "5d2e8cb32bdf4df980cec9d7d1894aad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5d482a60d1284f19afe87092c759c9b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "99%"
      }
     },
     "5d514cc698374ba28762f4162c1c540e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_120249bf79a94ec2bf5b9592e3835881",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "9083ed559c764a889722884721327b4a",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Rank Metric:', layout=Layout(width='55%'), options=('ACC', 'AUC', 'F1'), …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "5d636dc284f5432a840575a167efbf55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "5d6f3166376649d9895cf2c9afe4eeaa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5d7e58f851994c8983823c65cd901f97": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "5d859cedccd14e029773a98ab24fe902": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5d86a32ac42c49bcadf504988c608514": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_544a5235391a45bba36ce293bc7a5e5d",
        "IPY_MODEL_cb38597651874826aea16470d5b535d8",
        "IPY_MODEL_3383382a273243daa1de922783222f93",
        "IPY_MODEL_ff2eb15da33145bc96cae795917cc2b9"
       ],
       "layout": "IPY_MODEL_dab0033f60544fb6b3488d3af0e9ea54"
      }
     },
     "5d88e7d369ba4f03a23f2cd92b86bab4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5d9355af1512449e9d85cce6bb3e0083": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_8dcac786e3ab45bfbdea01007a0be8fb",
       "placeholder": "",
       "style": "IPY_MODEL_ba646cdbbd7e4d8ebaaa4dfbda63a23a",
       "value": "[40,40]"
      }
     },
     "5dbb6f85adf74f5e917780a1296549b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "5dbe9cdf2bdb4e248da0cf3eb7934071": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a682bb02c6aa452c99b41fbb9058d040",
       "style": "IPY_MODEL_dfdcd9e9442d4bcea41bba91e26cf301",
       "value": "Feature_decreasing:"
      }
     },
     "5dcd0f90aacc419d92426ae6484ac011": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_48827efb2aaa45438aec7fadf93ed335"
       ],
       "layout": "IPY_MODEL_f21027f1acd1444cbe5a207055f4f0f4"
      }
     },
     "5dcfa0f744ba42429b2ad51b30f299e9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Classification",
        "Regression"
       ],
       "index": 0,
       "layout": "IPY_MODEL_409c4e177cad4feeb74f267adef32a78",
       "style": "IPY_MODEL_d1087b1b9c924e56ab47e98b7f0d33f1"
      }
     },
     "5e08427035e9499590b6537031727265": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_9cab25749b824682a1c0bf75f9ff1156",
       "style": "IPY_MODEL_951f3802660e4808b5749eb23945f7db"
      }
     },
     "5e0a8e0d47d644578bb129523e494219": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5e1db120bac44d308c27b725165d9230": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5e27a353d04f41bda3609ad136e79419": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "5e2cfea9d1ac40bb817b48ffe7557e02": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5e2f322572f74bce91e5326000c2d5a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_443496c0c9db4881a5ebfe6300cc0c90",
       "style": "IPY_MODEL_2df3ab0bc740475490da19a303d38e2e",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.0105</td><td class='ptd'>1.0055</td><td class='ptd'>-4.1115</td><td class='ptd'>-0.6876</td><td class='ptd'>-0.016</td><td class='ptd'>0.6619</td><td class='ptd'>3.7235</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.0038</td><td class='ptd'>0.9987</td><td class='ptd'>-4.4414</td><td class='ptd'>-0.6617</td><td class='ptd'>0.01</td><td class='ptd'>0.6781</td><td class='ptd'>4.5475</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.0271</td><td class='ptd'>0.9966</td><td class='ptd'>-4.0406</td><td class='ptd'>-0.6994</td><td class='ptd'>-0.0264</td><td class='ptd'>0.6424</td><td class='ptd'>4.3087</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.008</td><td class='ptd'>0.995</td><td class='ptd'>-4.4915</td><td class='ptd'>-0.6591</td><td class='ptd'>0.0048</td><td class='ptd'>0.68</td><td class='ptd'>3.864</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001</td><td class='ptd'>0.9876</td><td class='ptd'>-3.9901</td><td class='ptd'>-0.664</td><td class='ptd'>0.0007</td><td class='ptd'>0.6597</td><td class='ptd'>4.0931</td></tr><tr class='ptr'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.2716</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.0569</td><td class='ptd'>0.1701</td><td class='ptd'>0.419</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.7284</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.581</td><td class='ptd'>0.8299</td><td class='ptd'>0.9431</td><td class='ptd'>1.0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "5e4c75a5ea004880a8f47e06b5b125b0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5e78c73c7d9344018313da6d0d586700": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5e92e8e79d3c48d18a05fc80c3878357": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5e99fb15a22e480d9d7fbea5c0c5f6f3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "5e9e84f47ea54a3da1f755379279e45b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5ea5b7f825df420ba8f78965b5fbaaca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "5ea78e9b57c141b3aa6d99473b975f1c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4ae78696ed28473794913ba4e2c07edd"
      }
     },
     "5ebbd10776fe41cd9bb555ecc0c38547": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5ecc2a2ad8654707aa1c1b08db164f14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_97a2df8375a042c792d07dc1038d160c",
       "style": "IPY_MODEL_3783db99f6384d32b8002f53696edaf7"
      }
     },
     "5ed559cc843341af9fba172ae56486f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5ed5e6c47c2f458faa79f491373b7d79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "5edcd4bf95304a9b9d7f14deb1698af9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_738b122569d84f3ba8027f6f377a34f0",
        "IPY_MODEL_c25f0bdd97af4a56a0a78eff4bca65e3"
       ],
       "layout": "IPY_MODEL_80366c667a8c4f49b0cc1df59f28ef61"
      }
     },
     "5ee1fddc5bb34a8fa291873595c94ea6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d127afd3e15e46f3b4a96cd610a78882",
       "style": "IPY_MODEL_385060fc042c4182a979dbe17ffc0904",
       "value": "Add Category:"
      }
     },
     "5eed817858214a47831278e14b18aae2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5ef5c5db41194408a80c00a626cc3863": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c2a53a47f3314e918d8d6ae372983e37",
       "style": "IPY_MODEL_b4b06c9bd8504243a92acef0aa313159",
       "value": "<p class=\"notification info\">Excluded attribute \"Majority\"</p>"
      }
     },
     "5efebfe2283f4162841f95145f0d94c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ec599fb49360489eac62498ece731a97"
       ],
       "layout": "IPY_MODEL_542fb9ea52fe4f8eb3889ffc6fc4a064"
      }
     },
     "5f086f4030f841ee863321f0def6f615": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5f09514a9e6b4f999827d26737d32d4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5f0cea7af67b4d41a912dd0da706bda4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_799e82fe0bd945b69005d705dfca4e64"
      }
     },
     "5f0d081142d440279c172b55786361bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bbb09650216a44a894b35c9676680b73"
       ],
       "layout": "IPY_MODEL_d14b77f8e60a48ffbcb0e9d020e87d70"
      }
     },
     "5f10ac8ac44a4e1da12af87b16e1dd14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_434f97e80c3c4e25b32894c29a877e63",
       "style": "IPY_MODEL_70f940113c2b43a8aa2e918b2d86042b",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "5f1d77e8119d4c7c8db65c063d916110": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "5f1ec128fc46402c9052eca9cbf25458": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "10px"
      }
     },
     "5f382308dd664cdc9216455dbd1c9130": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_785f430a854a496f9f1c701852a64330",
       "style": "IPY_MODEL_50714e43dff046c18933a628a08b7306",
       "value": "Reference Weight:"
      }
     },
     "5f3a295572c9400bb16f162244d80c30": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5f3d81ade8aa4117aaa7b30f0d2f13bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "5f5769f4b4f64cff8946d01cdd3bf50c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d8098fa2b2dc4e9aa4ed568b21423240",
        "IPY_MODEL_2c2e974a7e544a6cb720804aa7e4c80d"
       ],
       "layout": "IPY_MODEL_4a61a35cdcbc4861ae76333de2836fa8"
      }
     },
     "5f5d4070b6794396b57fd8a6644b5665": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5f5fa092a62d4bc993148926c2217424": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model"
       ],
       "description": "Model Name:",
       "index": 0,
       "layout": "IPY_MODEL_8b35d191b7314c8fb3b084cb2d86c6cb",
       "style": "IPY_MODEL_e706981837124f41b5abb97b97dc7a68"
      }
     },
     "5f68e1e8fe594ff58aabc06757cf099f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_09fd506d2b8f40199547c2e80fc2622f",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_f761d178021e46c5982d2a173a3b49cc"
      }
     },
     "5f8e45b9c0f64e9a8ba2864e8dae02dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "5fa7db8b6a384baba3f067b9a68fc8b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5fa937971bde40b38d585a243536d184": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "20%"
      }
     },
     "5fd5ebfa5a8b48a2a47cfb9bb6785c3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7adb7a3100eb4750a1182d220d251448"
       ],
       "layout": "IPY_MODEL_ec2ee257b4cb48e0912b475a34a7ff35"
      }
     },
     "5fd6014077484079820643829d43d9ae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "5fefacdd7e3a4f4dbfb1fe26a032752b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e66499f5b1a84849b5df2d1261b332fa"
       ],
       "layout": "IPY_MODEL_1ac0539b1dad4407b4421b490a715ac5"
      }
     },
     "5ffe36667e8d431fb3fcae068acc47a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_f51b47e5a536445fa02b2fbd9915f084",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_d2ca56435bc44c9f86021e0423dfa7b4",
       "value": [
        25,
        75
       ]
      }
     },
     "600312e8db3f42408e69cacad772d171": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "600d91bcf7e34d528dd4f4fe62ebdd6f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9c1713197c2f4cdc8d8626f741a34d82"
       ],
       "layout": "IPY_MODEL_01589d9f05bf4cf89aece383397b3553"
      }
     },
     "602ba7d1d11a462bb84270709986d1bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "602c0d6892c44bf3bc5b78b024484e3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "602d459b329649d08c7c3b3a68d3cee0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f8f67cd58608434696f1a36ea1f04f01",
        "IPY_MODEL_16acb8f2fa2040289da05688e4d9b801"
       ],
       "layout": "IPY_MODEL_cd430e61896b4ce2a775ea0c32df6ecd"
      }
     },
     "602e6f22e2344883b7ea00aabc475fa1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6030671e16114656b2c3f0f248f5fa5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8e860a4e3f1540719d379e06b6623e34",
        "IPY_MODEL_849219198c9a45288389946c47a79a0c",
        "IPY_MODEL_24a40a629dcf478ea332cc76955f1a7f",
        "IPY_MODEL_3e3eb2c07ce9460daf73c0ef6467a5cb",
        "IPY_MODEL_fac83db79f8d4221a1521ea67ff4c057",
        "IPY_MODEL_ee59399b326643c1a2ba110c5a5f00ad"
       ],
       "layout": "IPY_MODEL_bd0752e6841249c8a717dec0191796b4"
      }
     },
     "603800f84168485e9fb9c0915f580d1f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "603cdd033b9640ac8a425b98f46f7e47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "603fe8597730488dafbcfda787cb611c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f30f3937493a454cb10f4eb4869c4da5",
       "style": "IPY_MODEL_9aa47209336840099426b1fe488b2bea",
       "value": "Batch_size:"
      }
     },
     "6059074757ee44548c5f2a5a138dd055": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_34ac3a201ac0423b9d39bdcc345fd0db",
       "style": "IPY_MODEL_f0025b1eb2e8456aa1927fb63609d44a",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "6064178791b6425788f489b3cf067242": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "606ab6e96d8a4ae99a842b88275a774a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "607537496f3347eaa89be1d5268a0ca5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "60790df24b00415394b949e8f0d28901": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6088a9e242e24104aef5798bdbff3b92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6097736379ed4b799b21f100e77a1299": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "60aa8d8ee9244f7881395a025c93ca98": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "60b10bfa1f6948c4ac00f6f2e3ba5c1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "60b13ecc709f4f3d8dec4353c36925e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_eb28d51c31334179b0cf07c6993118e0",
       "style": "IPY_MODEL_89adbb4d71a645e6ba6e4b895cf68cc8",
       "value": "Prune_parameter:"
      }
     },
     "60bbbe01849947778757bbfb1a5c516f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c59bf1fb17dd4fe383810603705a8613",
        "IPY_MODEL_f2ff1330154c4e7ab408e15dc4c8aa2e"
       ],
       "layout": "IPY_MODEL_1e2b62fb20054afbba07f71b2f384d1f"
      }
     },
     "60c3c0622ee3463c9db9599c165f4e75": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "60d9869f720b4f1790bba11871eed5d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_23d3a9375c2244e29fc9d8fbb6014a29",
       "style": "IPY_MODEL_4d028d7534974653acac1da2bbcbf334"
      }
     },
     "60ee5f91cce3432897510694209c6c7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "6105983483404550b4e41ece48f417d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "610b378f97bc4068ab02d78a145b00f2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cf3849987e5e49028bd4c534f1c8ea58"
       ],
       "layout": "IPY_MODEL_e7299129f0fe486ca79157b42746eed7"
      }
     },
     "611ca6e3d1d440bdb556d372f5cd6cc9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ea96ab43073f49a585205b0e7350fa2d",
        "IPY_MODEL_aabbd27dc7eb4d5ba5951e1b2601c6d5",
        "IPY_MODEL_acc37bd1ffb74616880844776af84366"
       ],
       "layout": "IPY_MODEL_439089fa802046a1b80322b0029f1202"
      }
     },
     "6123b3915fb14c378d026ad32902ecc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3aa0b47348484a04bd21125a36133bb1",
       "style": "IPY_MODEL_09580996c42e45449dea9d03650dbeaa",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "61302e087be4405c80d50ea14e0d64bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_6a8924d9956d4ab8b152fdb247d0aecf",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_0bc57ca043bd406689f566add0426060",
       "value": [
        25,
        75
       ]
      }
     },
     "613371c620414817a6e977cd3969ea46": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "61338aee271f4b7a87bd95d4c800e695": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_03fd492ff6b2432a8bdfb38d103642cb",
       "style": "IPY_MODEL_97d6faa36af24fcb820661486c5de313",
       "value": "Add Category:"
      }
     },
     "6138982b01ba49cca7ebadc69aba8553": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_09ef23bd124948c8b455d62136a524df",
        "IPY_MODEL_285b2de9340c47b99b96ea62022d1240",
        "IPY_MODEL_157d27aca48e4dfda30c5952c0932b99",
        "IPY_MODEL_d36952697fa4430da21cd9ed05cd24ea",
        "IPY_MODEL_387b6673f9c342b28db05cbed66ba1de"
       ],
       "layout": "IPY_MODEL_5021bc73a97a47df93b83961c22b262c"
      }
     },
     "61417282b27d4bfcab6ed0c623e2020f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6148e93d56af4e159ec9a269eadbdc97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6178314afde0415c9308ce520f185b3c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "61855cf58ab141afa1dddd0f759bab47": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "618be611368a4f038e77e2460579e6bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "6195bcc2914c4e75a5b45c361baec588": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "glm",
        "xgb"
       ],
       "index": 0,
       "layout": "IPY_MODEL_4d96c5c07eec46acb9544ccf8b28b171",
       "style": "IPY_MODEL_7d3d74246928405eab2b45779db12136"
      }
     },
     "619cf902ac89462eaa66721844c76811": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "61a4b04c115a4c3cb90b4258fb7ba743": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "61b51cd2062d49debd3ab53647bf47ab": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "61bc4d48c73b481981115e2c51ad45b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "61d7974c6a814d14aeb479c138fd307c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "61dd606ce5494527a11550e9ce4d9c2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a8febb92606b4475b2e2f4629a3f9b54",
        "IPY_MODEL_5ce8d6a4b7804fe293cf16d3c8a73b6d",
        "IPY_MODEL_83ebfda56d634e96834fe5cf4936170b",
        "IPY_MODEL_b6a1e28d64f4498d96bf2c9378df247d",
        "IPY_MODEL_467e6f3f54454279bd68f100633b3ca0",
        "IPY_MODEL_81574509c74b41f2ae761937eb03cd37",
        "IPY_MODEL_4dcaa3a1ab3d43ce90b5b66a97281c15"
       ],
       "layout": "IPY_MODEL_aab99a6e48584d578991d737f3ce9e73"
      }
     },
     "61e05b6db3e348b4a2e30ae4733070d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "61e32e487ce94ec68c03aa0409d5cf19": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "61ef558b0c5146b785fb98bbc5ea2648": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b6aaddbfd1254e70accd1b4da3aed27c",
       "style": "IPY_MODEL_d7ebc79255d24b70ad400161e80b35c5",
       "value": "Max_iterations:"
      }
     },
     "61f433bee68244eba88e1855afd2f7b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d3e18fd888fd440c9251b37fc3b1f1fa",
       "style": "IPY_MODEL_3b804bd886804b058b5e9c63e40e2b4a",
       "value": "Feature_increasing:"
      }
     },
     "6204fa8cc0b4408493a35c285e35e6b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_969e460af7f04106881e691b6b3669aa",
       "style": "IPY_MODEL_46e8f0419ade40c695c6342d2f3fb54e",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "621a33a7b25c46178032f3b72afc4673": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8c37907c0a624a899e3c28bb13ed3fe2",
       "style": "IPY_MODEL_f5e3b2f636ee4895adf0ac7c248003df",
       "value": "Random_state:"
      }
     },
     "622446b97fef4d5cb7f9070cd4945bb9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "stretch",
       "width": "55%"
      }
     },
     "6225a901bad04215927fe12c7c8c3a30": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_ea7d6513ab074086a91bb5fcdc2400f1",
        "IPY_MODEL_30c8f87dd574479c9cbcd30b77e75905",
        "IPY_MODEL_8811d77d9b6f42f9a7bb28b74e155622"
       ],
       "layout": "IPY_MODEL_a7b716abfa7a46acab933b758ec078a9"
      }
     },
     "622ea4153ac54c43b101c9abbd1f129b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6241a2ebb0d34c19976c563d5447d52f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6243479abed94f398b6d2b83262887e2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_67a30d9a487548269cb995da73320bbe",
       "style": "IPY_MODEL_993cab674b304ac99b8a8dd9c6ef6fd0",
       "value": "Max_interaction_bins:"
      }
     },
     "624481fbd8404fa5acbaca86c78acc9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "624b4680e9a04eb990866bfdf2d69264": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6251fd491e3b4923926886a42dd51127": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Tree",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_19e935d1c9694f7cacf153f4e9ae80d6",
       "style": "IPY_MODEL_53dda392eaa04abcbd42465d719a2563",
       "value": false
      }
     },
     "6257efa4209a491a9ea252c45b90ac1e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "626b0e67d499401093fd50195d35d561": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "split-btn"
       ],
       "children": [
        "IPY_MODEL_369ad7f4b04b4140a44f44257025a24c",
        "IPY_MODEL_06daf12cf5b549248962976444a86188"
       ],
       "layout": "IPY_MODEL_b7bf2d51185d4a54a1aba06d4da6f30d"
      }
     },
     "627b2bb08e5e44dab919bf8775e55b43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_0e771d34168e409e942731404e4610ed",
       "step": null,
       "style": "IPY_MODEL_5e92e8e79d3c48d18a05fc80c3878357",
       "value": 1
      }
     },
     "6283ed0a304e43148219c577de847ed0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_98e4ebb84d7a4137b426a3f03b8f2894",
       "style": "IPY_MODEL_11193752e5e941df959b2ceb57d5e4bf"
      }
     },
     "62850b1002b74123802ac602bda63589": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "list"
       ],
       "children": [
        "IPY_MODEL_984d8da683fe47e9b134ef5cb297477b",
        "IPY_MODEL_079ca84b77584617a0e57faa4bb1a1e0",
        "IPY_MODEL_249e0331452642e99ccd3fc2eb3e6184",
        "IPY_MODEL_c3e9d740c43549c8ba9cecff28ad803f",
        "IPY_MODEL_4612388ff27047a7834db5dc819c56e6",
        "IPY_MODEL_d124495399194d0f915ea6a6c73f76c9",
        "IPY_MODEL_1ec1bd7998854c93a66748a663358edb",
        "IPY_MODEL_c20f29aabbd24fa0924b54f5903c1e06",
        "IPY_MODEL_65755b9d55504260916b7d219b98ede4"
       ],
       "layout": "IPY_MODEL_cd6365044de14116b2bfa2fe676ea56b"
      }
     },
     "628acd5c3c294d33bfdb7d5705b1540d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "628cdc4766f74654acc0ce7d58e2a85e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "629266e826c44df58f955e56c3ce4717": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d920f65d05614a2485aea4db9881915e"
      }
     },
     "6294c273758e4880bcf179237b1667a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6297a2cfaf2c46089df39b74bb80211b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "62a3b22c2da9454592e2dec05a79994c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "62a7f0994e09411ab459e59647b29f10": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "62b55f0b493349a39988d4708bffffc1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_50ae914ebf95450cb556cd48bc882aa3",
        "IPY_MODEL_a502351f23d845768eaa29c99170fe1c",
        "IPY_MODEL_83f20bf8d9234ab489d257495fcc15ff",
        "IPY_MODEL_1f805460b5344703bc135aeffa7e6048",
        "IPY_MODEL_95c788d6cbb84e12958d34aca51196b4",
        "IPY_MODEL_d4c2d86ed839443ab5bc7d11ec40c6bc",
        "IPY_MODEL_5f0cea7af67b4d41a912dd0da706bda4"
       ],
       "layout": "IPY_MODEL_3edbb04a5bed49dea231ddfdda33b126"
      }
     },
     "62c6bafb4dba47d7b36b74c4632a7754": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e5cf825fea0e4afbb84c8c0fe1b80829",
       "style": "IPY_MODEL_c8ed6da664774457982f230914a840d1",
       "value": "Threshold:"
      }
     },
     "62c9e4a4fead4a42aa87e9cb194c02a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_771fdad27eab4f33b105e376454cfb85",
       "style": "IPY_MODEL_1fad520285c34f318d81d64bb47f3c37",
       "value": "Random_state:"
      }
     },
     "62cac96edb254f9a951b863506af5a76": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "62d5cf84ae344e4fabca6a1e2ebe54ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "110px"
      }
     },
     "62e83e807f304477a6c3ccc44df7d5b5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "62f5d4ef41db4519b41b143348edf9d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "6317467de9ef496d8a66b3dcefcbc99f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d7b51357da0a4f9c9f6b6d2523dba721",
       "style": "IPY_MODEL_eafb9c3313504011a9be47a54debe6d4",
       "value": "Batch_size:"
      }
     },
     "6322850f9b5d45babb583b67da23b195": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b7bfd80d4d094faaba1aade7f4142be3",
       "style": "IPY_MODEL_4606da7eb11a4dc0942d7cadcad2b49b",
       "value": "<link rel=\"stylesheet\" href=\"//stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css\"/>"
      }
     },
     "63278d1e190e4b88b06e822de9e64423": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7a2fbb2195f346a4a74a2a1f19bb20b5",
        "IPY_MODEL_16c66375283f452ab5d1f6a8e48d317d"
       ],
       "layout": "IPY_MODEL_3adde06ac65249f7b3b2f29b9dbc99ed"
      }
     },
     "636e47baa8394c4bb3bbdaa9b9c5077f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cc176f3a406e4eeca688a23624a931b4",
        "IPY_MODEL_d1d14b95fe1947fcaf41a65a25fa36a1",
        "IPY_MODEL_fd6363c440df48cfb317bcd03db3a908",
        "IPY_MODEL_da9319bfa8b6420e9e93d0431cb14fa2",
        "IPY_MODEL_cd310cc9eea8400aaa53cc6bbea5c9c3",
        "IPY_MODEL_2865f3c739a645fa8c77ae2439931059"
       ],
       "layout": "IPY_MODEL_ab57d1b17f984a3395bf7badc4e16682"
      }
     },
     "6371cc4d2787452d9f6049d38dc3983f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6375e226034b41c8b80f30a2c078e5ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "637850251cc8452ba74ef763fe24b670": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "637ad193f42041819979e81d1c9a958e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "63862d7e24c54bd692e9d2d04f59441a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_f429b69e3509460380fa6c3ec136cf7e",
        "IPY_MODEL_b9f3989d08a943cf8cd6a35e80811e93"
       ],
       "layout": "IPY_MODEL_6c4d76a46d7442588abc9c7256084f7b"
      }
     },
     "639da142882340708ed862aeb7ef908f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a2cf0ceae50442afb231128b49474912",
        "IPY_MODEL_00c45e8218564862970323c9d63e7794"
       ],
       "layout": "IPY_MODEL_8aec533c9a9f4c1989f35bc42b1139fd"
      }
     },
     "639e4679d60543eb81fabf7dc3465ddb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7144421d6dca4c20b36b2b9c5959407f",
       "style": "IPY_MODEL_645796c8988d4f1898c58c00c66c7bbe",
       "value": "<div class='divider'></div>"
      }
     },
     "63a07b68144840a1bf030430792c5818": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "63a453239dbb4d2984ab8215876f5841": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "63afc5e5e16247c2a8ce7d5af06b5da1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "63b688a7a4964258b3e09596760deeed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "63b828bd9c6c49c58ce135ba57fba05c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "63ba415206ba4461928fc03169e84d81": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "63c3c45cdfad4279a7335ba094fc5004": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "63c7842855c14e97bf16b26aece97fdc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "63dfb118ad784ec799d3022d364fa59e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_aeb20e51a6714b3ea71f3ba481d6143f",
        "IPY_MODEL_0eeed67dc8c04bc09768168a3bd17067",
        "IPY_MODEL_a7ee7297133d44b7a366e74345243d50",
        "IPY_MODEL_650286bb1e7247f2bf7b8011cfbb8dba",
        "IPY_MODEL_0d63b912017344f4916fe01d489f1551",
        "IPY_MODEL_2834416641bc4b48941cf3771b0b2d09"
       ],
       "layout": "IPY_MODEL_d901664cf4c8430ca2d1a574d2a52ba8"
      }
     },
     "63e8155c63ba4c0bb4a1cfdabd05d753": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "63ed6d297340433bad4c975d19a349d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_f54f7352f01b407b8e410e9febf83060",
       "max": 10000,
       "style": "IPY_MODEL_a91cbdf12809406dbc7102eda24561e8"
      }
     },
     "640432aaaf574cca9217fd123a6e88cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_541ae71fd9ea4e688f57abb713082ecb",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_e35a778a65da4d569d70b4b768051f2d"
      }
     },
     "640b0a50022a41d5ab0a38f39f9b3d6e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "640c881b97cc4489b22c35dbdc17a81f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "UPDATE",
       "layout": "IPY_MODEL_3f2a7eab2a4e46dc96b2dfadd928a94a",
       "style": "IPY_MODEL_fe356510799040e9ba37de61ab6b82b1"
      }
     },
     "64125ab25b5e45ca9f87bc8874435a4f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6415a47875274241bc3c0e24e81cdbbd": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_39b0609656874544b1d14ccc043ea152",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "b346e0de577a4704afedc0d51751a2b5",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Text(value='', layout=Layout(width='auto'), placeholder='Category Name', style=D…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "641f5e5022424453b27024323b3f5355": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "641ff67763e74703a99c2908b25ee9cd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "642a52e1f85f46d6985e56ce5b4245b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "64320b4ad9e5423dba1cfa4f6e0c2211": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6434433a00dc4af6bdf791d1afe44081": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Tree",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_fab138ca54de40bf94a539f20e508148",
       "style": "IPY_MODEL_6bec5f3faef54ec7ab13c2d818ce2e30",
       "value": false
      }
     },
     "643a8a28e7d6424a8779728acf458fa5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_872697f1c7a6438e9d6c7463df734be8",
       "placeholder": "Input name",
       "style": "IPY_MODEL_79acc27b38a34443ba6eeb61cebfc5e0",
       "value": "GAM"
      }
     },
     "643e161ddd354b10b448aa73c7599e1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ec91032e969d4581902986f1db5f8b88",
       "style": "IPY_MODEL_0d109977b949412b9b888152a44533b6",
       "value": 8
      }
     },
     "6449d5165e8541068db8f000d134093e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "644e72ab76b24d9eb6c8e38fc34d16ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6452188243f84313b911b489dbf5b39b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "645548e7fc424d989b415a1a65aa4213": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "645796c8988d4f1898c58c00c66c7bbe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "645883f1a6684a84bf93862fd24c9229": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8c3f7cae783a46da88c8f1807d1bb697",
        "IPY_MODEL_8df5dc1d5bb84edd86f63df6b9710629"
       ],
       "layout": "IPY_MODEL_5e99fb15a22e480d9d7fbea5c0c5f6f3"
      }
     },
     "64740f43791c4347bdb201fbfd99da32": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "64822a6e00a74faa9141a16fcd55b6bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Data",
        "CoCircles",
        "Friedman",
        "BikeSharing",
        "TaiwanCredit",
        "CaliforniaHousing_raw",
        "CaliforniaHousing_trim1",
        "CaliforniaHousing_trim2",
        "SimuCredit",
        "SolasSimu1",
        "SolasHMDA",
        "Upload new data"
       ],
       "index": 0,
       "layout": "IPY_MODEL_81dd6b8ed43a494bbf846bb246dd34a2",
       "style": "IPY_MODEL_e19fa4dc9fb149b0a8e784f94c8683db"
      }
     },
     "648992f95666458bbdd1ded6c4c33cb5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d02d5460d4744712879d9d875c240a9f",
       "style": "IPY_MODEL_919d54538a0143cabac62c3fab9bdf6a",
       "value": "L2_regularzation:"
      }
     },
     "649b4bc0257e49b0a83c2638b16f1960": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "64a0fba041fe4744a0eba6c9d4c3aa8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "64b08601b6a148e7a971878185b5a7c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "64b7f4166eb14536b6146da1fdb74946": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "64c308fa44924ae1a1845bf3c958ea5f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "64c94b23864a470991ed92fa652c5d7f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "64d147379e3a477591758bca40e9d01a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_73da23252e9a429288da0e1c626599ef",
       "style": "IPY_MODEL_b5c7df1ac9f64134a2256b795489403b",
       "value": "<div class='divider'></div>"
      }
     },
     "64d1a6124f4345609ab37d1bf8dcccbb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "64dae107bbbd438785cbd28e98c96068": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "64e24deca4074543b6f0e5cb9f70a7ca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around"
      }
     },
     "64e971bff8044da5a3af5e04863b69f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "64e982a29f0a479399fe617cd56b4719": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "64f964faea33432b93b16b6a0d3c1dc8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "64fd132811ae4d81afc0eeb94f0f77af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_7b9285ac0a84448dacefb8881543f43c"
       ],
       "layout": "IPY_MODEL_f211d9ea70c547499e6f3e625c397bdc"
      }
     },
     "64fdf1335c99440fb8a344a882f75e23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "650286bb1e7247f2bf7b8011cfbb8dba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6415a47875274241bc3c0e24e81cdbbd"
       ],
       "layout": "IPY_MODEL_0e5c265301c14144937b0c09ce743a5c"
      }
     },
     "6514cfb103804b40a116dc6c501c9130": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "65221d91681440bdbd428307e03e2475": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6204fa8cc0b4408493a35c285e35e6b7",
        "IPY_MODEL_32d5e876bad8475e9f6c11312354a090"
       ],
       "layout": "IPY_MODEL_9c1bae546a034fc99d942aa1d5e81130"
      }
     },
     "65235e62361b4291a632bf349ce4f901": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "65331ead810445578cbf900bebc3c60d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_5a36444050d7433b9a14ddc9958d6ee2",
        "IPY_MODEL_0fe026ff9b5043ddb8ecc8e3b62a532a",
        "IPY_MODEL_58b880d5b51e4ed088d5f2cf0700e67d",
        "IPY_MODEL_3930a567b0744a71aea97c74fd9236b9",
        "IPY_MODEL_7ce2f1f1fab44f7e8a118f3e99dc98af",
        "IPY_MODEL_4413257746aa4d8785a3440a9688a13a",
        "IPY_MODEL_4816f465f5ad4b8aa12afd41dac9b6a1",
        "IPY_MODEL_20aafbfd2a83481aa0e1bf51856dd834",
        "IPY_MODEL_ac4e5c372e5142ac884223fbaff1ee26",
        "IPY_MODEL_0070e501622342bbb2be65f62e9f77e4",
        "IPY_MODEL_85861d154232438b84c2ffa5ca509f62",
        "IPY_MODEL_09991c3ba27c4634b5545d89addb1bb0"
       ],
       "layout": "IPY_MODEL_bbf6804fd66941b1b3eeeba97d8cf5b7"
      }
     },
     "655118182ea042838351edf0f9fc685f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "655156fffaa74a2dafd80067e7de1d64": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ab12782f2d9e44119365136641c0526f",
        "IPY_MODEL_0ce53b5fbbc847388b1a4e19e9c12ac4"
       ],
       "layout": "IPY_MODEL_af2e6ba07b9841eab311e403de9dc4cb"
      }
     },
     "65522a7391c54294a0528998445abffa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "6561ad26bfee4adf84633dadcf7266f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_de88889f1f2345cb94187cdbe33c42af",
       "max": 1000,
       "style": "IPY_MODEL_7915c545cdc44a28af321f46d5a0c8f1",
       "value": 32
      }
     },
     "6564dc8709f14ad995f1ce6054aa5b99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "656853c8795e447aac7e437141835928": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6569c31e87d6402ab63d52ea9386b1c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "656ed276bf654dca9b339a944cc1683a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "65753134dfd14f87930b0ee100ec3d2f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "65755b9d55504260916b7d219b98ede4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_30f6470481dd4b3bb97ddd3933cba8da",
        "IPY_MODEL_e11dc44465fb4408be3dc5c48dfbeb14"
       ],
       "layout": "IPY_MODEL_2f7bcd90740f4f148d858add05ba4ba8"
      }
     },
     "658587fe082c42feafc0c763a7460784": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "99%"
      }
     },
     "658dec88910e48f69bb56eb462fdc68e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c9ed1ddbce9b4288834f558e3b40030e",
        "IPY_MODEL_2136b83a61114e2aa606cc0fa57c4775"
       ],
       "layout": "IPY_MODEL_2c6aa61fa9e54bde9df8d10c024701d8"
      }
     },
     "65b67daa58ea41029de578ba735d391d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "65b79244e126406dae36f802b179a7f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_11e21ea609cb43d0934d5c988c7787cb",
       "style": "IPY_MODEL_97395f4b9394453181f5ad5eb7d689eb",
       "value": 8
      }
     },
     "65c09d13e7f24fb98bb16701be78642a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "65c46721823e44dda27ba15044fda30c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "65c6eab9dab342b3b3b0a11277338b2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_bd026eeb35304bb69cf57a7baefcf5ba",
       "style": "IPY_MODEL_4e7d982fbe4b465d904e2e2bdbeb523e"
      }
     },
     "65d7f019ea74442a9b566fd0f9883ae3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "65e0f3f163544f66bfa4cbffd5c4cd2a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden",
       "width": "80%"
      }
     },
     "65e7395016594e7395089634e088d1c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "65f8d27f9cf343ca8b89ce62d9af545b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_93d4a5be37324bfcb2020ca4627d1998",
       "style": "IPY_MODEL_f379a6216bfb44219b3393e7c2080d5b",
       "value": "Max_epochs:"
      }
     },
     "65fcee68c1094af38bf6d83d5b8a5b53": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "660586986fae46e5ba5621eba4900939": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "661ad70eabcc470dbb69c8f90a6b37bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "661e99d2ed5643f0a0cb39957defa1bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_0994066626c440969e8a768df6971b5d",
       "style": "IPY_MODEL_df0cc6b12df24e86ad19f9b84f744b02"
      }
     },
     "662d5136317d4a5f9e6cd43bd562f689": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "66364af8bf1041d6851fdb0ae81c2240": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e194e292cdbb4962b9a8fc7c090a8b1c",
       "style": "IPY_MODEL_a2afec2c15324158a6d775486c2a4ab9",
       "value": "Data Shape:(63240, 11)"
      }
     },
     "663f1359e459426bacf39b40a1214a52": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "663fad6cdcc84665b6895cee1d4febe8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "66463397c54341b791d9c24490a1f964": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "664857e8e55c4dddb1a7158fa22d60bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e62ffc9a481844ee900df6b10e999494",
       "style": "IPY_MODEL_17cf9c0e0f5e4c849fffc5dfffac9a4e",
       "value": "<p class=\"notification info\">Excluded attribute \"Minority\"</p>"
      }
     },
     "6667ffcf371e413684a0178310c084d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5f3d81ade8aa4117aaa7b30f0d2f13bc",
       "style": "IPY_MODEL_225df3fbe0cc419e86d34465430b4c33",
       "value": "Subnet1_size:"
      }
     },
     "666a318aded54c56b989017d1eefbfdd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "666bf1262eac4f0f96ba76b06005aef5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8220d433d24b4679ba144cccba260f8c",
       "style": "IPY_MODEL_6c1ea83f67fc4b3caaf59526cd920ce9",
       "value": "<div style='margin-right: 2px'></div>"
      }
     },
     "6675e5f2bca041f38452f3068af6e2c9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "668d5b95af2a4706b64e1cc58704d515": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "668fe21e971c4161906e5c9f9b4a8e97": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6694101e4d054e8fa8243be27e5b9b5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_a1033f37702f4241a5f375540beca19d",
        "IPY_MODEL_a5eb45d73a674ab0b40eb786898b08fe",
        "IPY_MODEL_25af768aeb8f463daf50f2206e352f82"
       ],
       "layout": "IPY_MODEL_b2e97669b3d043f3bc5fb08f8b2ca043"
      }
     },
     "669fb09086b444819a40c54e077b364b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "66a295af0be84299a81dfdaf9b409975": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "66b4e55a67b34ba684f5bac3f588e3db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "66be88b08a044bd8816c10ffe012c288": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_794e7e6e23c1471aac33a286027d954a"
       ],
       "layout": "IPY_MODEL_e849758263b345d7b993aafa48fed616"
      }
     },
     "66bf1e54a9734cb9b217feb6b98c2116": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "2px"
      }
     },
     "66d1ef17a75844769e933a9fb7f5be08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "66db9ed85e6244fb964d12543f620752": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "66eca80fe7a04c838c91a42bc6d67c22": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "66f197c93356454998dd2d825d58903b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "66f634183c844bf9b2c074520702c92d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ae3fc0ebbb734c349561ca70dcbc40be",
        "IPY_MODEL_b3ef661cd9ce45aa85e820993c2285f4"
       ],
       "layout": "IPY_MODEL_ced70a907c604ef5a54da05920a5f30d"
      }
     },
     "66fb8f30da02443291c2bb91fe317fc3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_6178314afde0415c9308ce520f185b3c",
       "style": "IPY_MODEL_df21af2906f44114ada6cd68312f5867"
      }
     },
     "671dda3c41744b4caf87abaa3faf5132": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_f5d2b5520f404358b084ed9316fb8cb0",
       "style": "IPY_MODEL_a2b9644db97743caa599576e6722e68b"
      }
     },
     "6726c993344b43c4a3f465b02fae1c82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "672eeff966bc42f0a00baf91e0b0c821": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "673ef1268a794ee2b30180342f2c68e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "67430ae395de40f28aeca6235ab79e1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_99dd4a7279004d6b940653af88c13634",
       "style": "IPY_MODEL_3db7193f428543d68806dfa437d72be1"
      }
     },
     "6758268ab94f4dc39d3d54c81f7a3f16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fb95083c0bb847b09d66bcd820f8bdc2",
        "IPY_MODEL_3afd666327734a4fae2d4111d23b1822",
        "IPY_MODEL_a47d8df9916f431fa655379e74be79c3"
       ],
       "layout": "IPY_MODEL_67a5e026ef8047098728c2601a50fe92"
      }
     },
     "67668fe2677f4a85817430d8e8a74a5b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_204326dbfa1845f99e15aa98c40581f0",
       "style": "IPY_MODEL_121695a24d374d1a8f225092a59b46ad",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "67844e14c8af417a8e6aae50166aa3c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6787585a0f354c529875f9ab36d3ab0d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "67a30d9a487548269cb995da73320bbe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "67a5e026ef8047098728c2601a50fe92": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "50%"
      }
     },
     "67a969fb11854d0e88a63fa34d779945": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "67cd405e993e42fe9494dacdd1674497": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "67d09c4e37f54c21836d81d7726f6070": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_8620496ba38f4209be27b4637e117517",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_64740f43791c4347bdb201fbfd99da32",
       "value": 0.3
      }
     },
     "67d7c52fe6e7425f97a057a366ccf49c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "67de14d7f51742878dfa199d26371147": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "67e2a72182824288affd0f10d892d28f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c1161482e5f84f1d89712b674470c8a2"
       ],
       "layout": "IPY_MODEL_f6bc513240714f428455b8e2fe13b645"
      }
     },
     "67ec9ae7766e4497ad5526cea6ec98c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "gini",
        "entropy"
       ],
       "index": 0,
       "layout": "IPY_MODEL_5b34fa447f134e4d8add3c06fd938667",
       "style": "IPY_MODEL_b054039818624eb0a7ebf778658617c6"
      }
     },
     "67f0c63b97644020a3b9a640079646f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6807e220d2da4f84b8a338157958b7d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "680e1e264614412ea83fe7cdb4aee184": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_0052ca845c29495a930446a0a557905e",
       "placeholder": "",
       "style": "IPY_MODEL_7e9faa69c0a74f129b1a01c493884a87",
       "value": "[40,40]"
      }
     },
     "68160e24f7be4a79bff4faca4f72c134": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8cff33ae624d4b5e8c78cfd1452e9845"
      }
     },
     "68162aca7c9e4d999bcd87eca04e927d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6834a5e2b0154115aa9134d7064acdec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4aa7db74993d400dbd385315a5b0b1fe",
       "style": "IPY_MODEL_8ec99e60230f4da0b40f6ad35c36fa6d",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "6835970088154c0a988cca50e09b720f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "flex-end",
       "width": "auto"
      }
     },
     "6838cfcfb424437689cea4df750ee3f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_846dde11da4c4cc0a0a41d3611a1da6b",
       "style": "IPY_MODEL_346f0d0238ff4dceb9049f683866d39e"
      }
     },
     "684460f15cb64d199beb29f022824e87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_348590630ba14d0ea2ee83a79c8a04d8",
        "IPY_MODEL_247dd38ae1bd4c9c8836b366c4b85896",
        "IPY_MODEL_5fd5ebfa5a8b48a2a47cfb9bb6785c3f",
        "IPY_MODEL_0d377111669d458bb8735e18f3fc781e",
        "IPY_MODEL_c613cc2e24b743038f2475c4903c3b33",
        "IPY_MODEL_a766c0e2663b4cdfb804e0b88738c7bc",
        "IPY_MODEL_17d02400fa2b40338b5312aafd4b4ede"
       ],
       "layout": "IPY_MODEL_1c1c95d606974714b3db8539c7730154"
      }
     },
     "6851bbe38ed54346836716fb29665115": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "6856695780314fa3baa6ff460898e73b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "686075ba57d342b785d27e1fbc30d42b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6860c70b136249e691d3ad7fd63a09ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_ff6da6b903eb4e03805a3daba3e0cf9b"
       ],
       "layout": "IPY_MODEL_ef842d83b29b409bac41ba855c9436ec"
      }
     },
     "686253883e1c47929579a86ef4f80b5c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "6866153b2e884d4a8c879a5ff3db0847": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6868e754275642d9814d355192f19a00": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "686eaafe9d7243b48e78b9c16ada973b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_dcd54fff3c5b488b8df8cf6cc340d519",
       "step": null,
       "style": "IPY_MODEL_5840ca727b4c4a98832ccd71638055ee"
      }
     },
     "687219efa7744a1da75d6018ce53b185": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_67e2a72182824288affd0f10d892d28f",
        "IPY_MODEL_838342c3fcb24fe3b5218e3af1b02df0"
       ],
       "layout": "IPY_MODEL_c39d24fab8fd48799c26aa1a82df8ef8"
      }
     },
     "68787cb417c848b1a642ba7c6e354414": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_7bd14bc7997d4eb1826d14d94797dd3f"
       ],
       "layout": "IPY_MODEL_5c3ed100d7aa40719ed78e5482f4dc40"
      }
     },
     "6886295173a14f7aa811e205df77ba07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7e87bff949ad44d4a783b7fe6dced51f"
       ],
       "layout": "IPY_MODEL_4a1c463b8fd54b3290f75557a87f0583"
      }
     },
     "68891ace63004c21a2196b3399c34506": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4b2fce60cd484bb49f209fd77f5d27e9",
       "style": "IPY_MODEL_c57c34b8a3494fda9099a9f639741358",
       "value": "<div class='divider'></div>"
      }
     },
     "68a05684258a4bedbfe6c178c65e9e3f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "68a27a35e3a14eeca8f22da92f4e9275": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "68a602258f574325af3ff875b3ac87d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "68b00e75d85c4d4599a8a5f3048e36c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "68bb7ff6aebf4f73b3d6f66b7650b66b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4d7acc1f65ed47e7b0fad0dd956691d7",
        "IPY_MODEL_c9ab7273796a4b06b3901a06c15d0cec",
        "IPY_MODEL_230829298947453994decf51acef1370"
       ],
       "layout": "IPY_MODEL_f055edfa58034dfda8607932cd893ee1"
      }
     },
     "68bbb4d9cb634182871cfcc716a9b71d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "68c3d8fe2c18445bbfc5b04f21926c6e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "68cdb990f474491b8777148f4c824e71": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "68da1509e201489ab1a4cd450d7b16bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_fcc8c1cc4b3943c291c3f165c3b67987",
       "style": "IPY_MODEL_cb5151d8994f44a8aa2711258bbc7197"
      }
     },
     "68dba471e2c34d5bbe499129851170d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "68ebb21bf70f486d8addd8e4fb626a6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "68f52563532546c1a0464e27533c3a2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "69005287896b4765a9344001bd6cdcd2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "69010572524d459197fbeac76a487a49": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6901630145114f61aa20ce9b20100e22": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6902a3f345ff4e5998eb3df2dbb99064": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6907cb36553b40c7ba6c043953170083": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "690c5282f2cb4bd0ae48a0e20ea8dffa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_11cff5ca860043e087d6f646c5bc2c96",
       "style": "IPY_MODEL_5852894c0c324da4827efaa221e8cd6f",
       "value": "<div class='divider'></div>"
      }
     },
     "691829cd2d1b491b86df7822be1008b0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "69193aae638443ad8ceb98e02e7d1aef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "692bcee6b28c4ecdba0221770081b949": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7ca4855da869473299e14a772799813e"
       ],
       "layout": "IPY_MODEL_e65ee02cccc4430ebd578001d42fb0b1"
      }
     },
     "693033d1792243bcadf6d66820136558": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6932f20c9c394781abd48c70b71fd95f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "69439cd07b15479d8ffd17dc6abcca5a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ec463bbce7664528af64dc82be61727b",
       "step": null,
       "style": "IPY_MODEL_abf870b4698045779570226bbdba32fa"
      }
     },
     "69476ae4888a41fb86f2a633db8d898f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "694773703ef34ee88d93e3ae49d394f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_58b83de736074aa7ad3954a48262201e",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_e3513ae6c5204a9db43dee2eeb41e297",
       "value": [
        25,
        75
       ]
      }
     },
     "69521115db1c41929c5ece536f8e3a2b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "695e2cdc863a457982ace958288bd455": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ad653fb5151a4d5bb2032dad89ca5ef5",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "401c454eb2d74e0c97d74302dfc21516",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Text(value='', layout=Layout(width='auto'), placeholder='Category Name', style=D…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "695f8b92756b427e9b0b5dc6d6b40043": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0cb178e02b524bfdb05231ebc5aeba6d",
       "style": "IPY_MODEL_23cc55c5a5d14f139c8ebbb4d2462dd2",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "69696489c4e24968975504bbb12680ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "697c685c3b9a442dbe2f7b2b3a20ff03": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "697d213e1087449cb104bb29219af4ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b5959f1f39254683ad819ceb2bb4ce6f",
       "style": "IPY_MODEL_eb833661f4c0479b95f7c4de9af20a0d",
       "value": "reg_lambda:"
      }
     },
     "697f6b7958774c64adb9cc3856e6e299": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1470a99e85514c3b937fcc3113e29875",
       "style": "IPY_MODEL_4a72d24f5b1b470390fbc256ca3ab97f",
       "value": "Learning_rate:"
      }
     },
     "6980641920734ad28f9f3c9144955d6f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "5px"
      }
     },
     "69810afeb02242e1bfacaea84d13f4c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_61417282b27d4bfcab6ed0c623e2020f",
       "style": "IPY_MODEL_fb6eefea95d343efb089533ed8d28b30",
       "value": "Protected:"
      }
     },
     "69829ecd7fc64443bebefbe7cb82dc2e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4cf5bf0fdfe44dc7bb3f49bf5e6d85bf"
       ],
       "layout": "IPY_MODEL_b93922fa735d4b6c9722215790c8d458"
      }
     },
     "699b654f292c4deb9ce7f396ad0c665c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8de9640bd6ea49dcb7446dbca84c9373",
       "style": "IPY_MODEL_e55d91c8373048b09dcac52ec0aadc63",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "69b18dafd8ec49298c6319ac1e6e49c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "69b38cfbd70d44fc9fd460e33fb2bcf5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d6d6a952cf07498da1529ebe17344c35",
       "style": "IPY_MODEL_8d0bd4fc53d84845bfbb7a67558e33bf",
       "value": "Smoothness:"
      }
     },
     "69b3e1771c0847df98a2683d976b5729": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "69cb6848210d4b20afef44a207e8f201": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "69cc800820e54b0491958e0c0dc7e84a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "69d945d5170849999b40a6058aef9743": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ee32a08fc76e4bfd8b6f44c10974bb23",
       "style": "IPY_MODEL_deeab512341c4e66a019ed67526720d1",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "69de08b886b9478ca4ac47ce3653a801": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8689fb24973a4091ac7000bfd4bddb9d",
       "style": "IPY_MODEL_51dcf99144f042c49a009c75afb32056",
       "value": "Max_bins:"
      }
     },
     "69e1e8d509274850823f31faa18985fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "69e42e42868740179053dc345c60350d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c409e9c86b064781bdab7f542bf36459",
       "style": "IPY_MODEL_3540fd636780434f905156342dd563bc",
       "value": "Model name:"
      }
     },
     "69eb0ec8e2ab451abbf55f15aa197f34": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6a0bee39e6414fdc8e53e04be16bbc9b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6a168d38f516483a8efad51d77b202f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2ca3ff24074147469c5b71669470bc55",
       "style": "IPY_MODEL_5ed559cc843341af9fba172ae56486f3",
       "value": "Smoothness:"
      }
     },
     "6a2461808aa74d11aca8f1eb3fdaaef2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6a407baa2a504a8da814b3e8e207be71": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6a55998d6fb04412bfa3cbd194415472": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_695e2cdc863a457982ace958288bd455"
       ],
       "layout": "IPY_MODEL_8b0fa8a162484824ae11bdbe94db819a"
      }
     },
     "6a5e51d2dd3547dead46990e6cac2052": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "disabled": true,
       "layout": "IPY_MODEL_fc686ea67e66418dbd6895af5de2c26e",
       "style": "IPY_MODEL_4d89b644e8ba4eb29a48b86510abe68d",
       "value": 5
      }
     },
     "6a63a5d99f4e4bfaa3b33840c59bbce5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "6a830f1512f2418fa0c68a86040abb43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6a8317727394408cad713b84923c1adc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6a8924d9956d4ab8b152fdb247d0aecf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6a92efca521e4e949b448ff097b0587e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "6aa513493cd7460d85dc73156c16a5d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "6aaadeaeb3a141bf948c181f2e1bdca9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6aab71a24bee49b7835f3552f760620c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6aafe9fbebfe49a9af57cd9e05eb13c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6ad41afe5f9847089dabb58279a54ead": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6ade83bf51444daba6dc2501245de5fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6af89fe42b1c4273bad4e4abcafa3808": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "6b0eba0db41c43019785a8828f339b9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e1de0590ea4f4f7d88ad8f0cf11c2b5e",
        "IPY_MODEL_d9072066e0274eb0a76824ef2c0c2d19",
        "IPY_MODEL_2489dd048deb460ca07b0750c33013ed",
        "IPY_MODEL_0b9b4ccb0fb54f9d8023e317866ab89b"
       ],
       "layout": "IPY_MODEL_fb7ff12472e04edcb7432ec950f86658"
      }
     },
     "6b1e44da552b4194af972b0b21b99bbf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "6b2aae0b43394a5db0c23df0af441394": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d37f187f9d974410ad30110ab1cba13f",
       "style": "IPY_MODEL_865fa54ead344f5ca8ef49827b70a80f",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "6b30fe84aaec4b90b16ada1a468b030d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "6b32e32c4c334a0da846923d484df6fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6b353ad86dfa4cf89757848537f4948a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6b3b9595df3f46c0ae00894250b93124": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6b3bd914bd704e01aa0078b20a62ec11": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_2272c38e80974bc68d408ac445b5e677",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_fceed166f456449b806be0e27c98b9b4"
      }
     },
     "6b4664d379ae48e0a0bb9c05b8b7c152": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "45%"
      }
     },
     "6b56a3ceba2d44a789bdff38c3cd43d2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6b6a4ac3689e4d538adbcffdee0d6e77": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6b849d1594954eeeb9c603ed71c74cf1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0eb227c333374e288b043c0bbd20b4f7"
       ],
       "layout": "IPY_MODEL_adf74cb5a3ad41eabbc47bbdd9ff3a60"
      }
     },
     "6b8bf630d03840ada5519edf625007a1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "6b8e429ba71d41db841be3ff341bb721": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "6b953a21784f4731a4cb327a39726199": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6b988eeab1c24803ac4955d8a1ff390f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6b9c492079654b75a338b3cf3dbab92f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6ba5daa8652b4968997be9902efeb91d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6294c273758e4880bcf179237b1667a2",
       "style": "IPY_MODEL_82eb1054563642b492b8e9804091f40e",
       "value": "reg_lambda:"
      }
     },
     "6bb08e3f4498430ebd1d5228f0ad3bae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6bb62d57bf7e42c19b912cbb9f1c18c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "FIGS",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_d25a161863164f4185c6c3a2183ff8f5",
       "style": "IPY_MODEL_f89da0aedbd2445ba590b536e1bac462",
       "value": false
      }
     },
     "6bbbf3db8dbc457fb2a8dd696621964a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "6bd6a8af4f9a418b89480d0e579d213d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "list"
       ],
       "children": [
        "IPY_MODEL_28b50928c906460e9a843efe04259bab",
        "IPY_MODEL_b102501a430748e68448062dbc4926d4",
        "IPY_MODEL_ae207c14caf54199bdd96cb2d43cbec6",
        "IPY_MODEL_f0a18f3f263449bfa3cf59e319f28f60",
        "IPY_MODEL_59259be948e84ccb8562dd27e5277461",
        "IPY_MODEL_1d3d52d2bbe34bec93f124b031245c7a",
        "IPY_MODEL_1e880502f6204920a83be6567dcddac1",
        "IPY_MODEL_a0bcad2427d24b5588e3f7870a4b5f65"
       ],
       "layout": "IPY_MODEL_e3d112812d004d2883fb65cd7d9abd35"
      }
     },
     "6bdfb66ef906442a990fc3ce98e690b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6bec5f3faef54ec7ab13c2d818ce2e30": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6bf73d385d8749108f66f96e505c79c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6bfc4ac031074585811fbc41ec81c182": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_380f1e7ed7324d519cd278ff0ccdc4a8",
        "IPY_MODEL_8101a2a902fe47929a9edc5a6939fe81"
       ],
       "layout": "IPY_MODEL_3368504d0bc34585914158b026a9cf80"
      }
     },
     "6c1472028a5b414cb27457bfbb1a9c54": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6c17a3f5bab940caaa271a4e898fe4b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3ac714f543ca428f9e8ff3232844cf75"
       ],
       "layout": "IPY_MODEL_7208f75ffcae453b8cd02183f58dc692"
      }
     },
     "6c1a19c0ebc340719e1a5e628afc95d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_096d461df71f4516b106ada164c7c460",
       "style": "IPY_MODEL_3209b0b7da484796aa5d6a6ddd9891ee",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "6c1ae0651fac47c49e31eef0868a08a7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6c1b8f670e414aa3a1c50876a19d0b8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c38dfa42ba994cafa25d7d9a162fc6d5",
       "style": "IPY_MODEL_e57b85616c514b2a87df0169f828289a",
       "value": "<div class='divider'></div>"
      }
     },
     "6c1ea83f67fc4b3caaf59526cd920ce9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6c257e9db9484916bfe0ab3646ff0a9f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_314781ea753640319d6f79950befbeef",
       "min": 1,
       "style": "IPY_MODEL_486a3dc6815a4bcba041f938bd090cb8",
       "value": 5
      }
     },
     "6c304f90d4c542248a8eac3245761147": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6c318bf1d0874473a065c5520c2dd022": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "6c3950407afc40508e0ab1ca56306cbd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "6c3bcb8b59eb4426b1765785a78397b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_999b27a0166c42b98e12461507a2af73",
        "IPY_MODEL_e2b4908eca214436aed6f78ebc6d83eb",
        "IPY_MODEL_1fd37fb570bd4d5b86dbb7d23460f753",
        "IPY_MODEL_a468197e022642648e9e965353c34a0f",
        "IPY_MODEL_31ac3c86fb154b0bb7f941796ca2068b",
        "IPY_MODEL_1dd3b0307d8a4f018655e73af7a6b3a7",
        "IPY_MODEL_1b3cc1393c974a25b680a503e5aef1cd"
       ],
       "layout": "IPY_MODEL_ded2fb414f8940a3b8bdc10017156f42"
      }
     },
     "6c3e3958b3b545b88a63f42685a32434": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6c4d76a46d7442588abc9c7256084f7b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "6c503ecd94124d0ba1de6b579ae42cfb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6c6200482d5b4226ac3e7a9cb9e7ad20": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6c67a03e858d4e8e9c9e899cb2b30dea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6c6edb0351ef484d856bf2f86418ef15": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6c73135d29c6447aa21cdcd90d1ac42d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6c741f7be6a54419ad2ff6d551af395e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "6c76f31594ba4e6b94f7d678e858dd2a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6c7939aa07474a6b87030eded59a96a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6c80682b5a284ec99eba02b177acd925": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ef8946fa0d344ba1bb476603233a0acc",
       "style": "IPY_MODEL_34e3a6c31eb24cd7924291e9664c66f8",
       "value": "gamma:"
      }
     },
     "6c84a628a85d4045a0efcefd2c312e29": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a9310224ac634123b2580b24219afa40",
       "msg_id": "e9c085d14f754f2794499cf457bda5d2"
      }
     },
     "6c87e8e95436483d88254ea42767f75b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6c8879aa3ae84a8398d3396e28fdac40": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "6c8f8130ba5441d79f9b2d667b779355": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6c9108a635804d448894b63ed61af8d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0439f134eba147b2bae7624b02ab52a8"
       ],
       "layout": "IPY_MODEL_4fc63efc2db84187b32d6735b2ec2c42"
      }
     },
     "6c9be0e380d44a448c3fff953aaf63e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6ca17a77054f4f47b23030f4f94a7945": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6ca328a2ac1f43e289c1027468487bdc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_af5356c3f0984ec3a326bbd28ca61a7a",
       "style": "IPY_MODEL_f497a726f1d941b4bd30ad150015bc41",
       "value": "Layer_sizes:"
      }
     },
     "6cbd6887355840039a285d011463a175": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6ccc3abc748f4212abbaadccd3585471": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6cd1efba8e8c4d559011aaca5f501c28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6ce7754aa2d44b869555b14790f5bc3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6ceb10c616754c42a2c3735c96a53ad4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Data",
        "CoCircles",
        "Friedman",
        "BikeSharing",
        "TaiwanCredit",
        "CaliforniaHousing_raw",
        "CaliforniaHousing_trim1",
        "CaliforniaHousing_trim2",
        "SolasSimu1",
        "SolasHMDA",
        "Upload new data"
       ],
       "index": 8,
       "layout": "IPY_MODEL_44e93c2ecd1e442baee7c9fb435143eb",
       "style": "IPY_MODEL_f39cf1b8272d4d5ba690c586f672c58a"
      }
     },
     "6ceefda3d26349b495813f5410448136": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6cf62959d3c648ba8172d0a857f6bf16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_6bbbf3db8dbc457fb2a8dd696621964a",
       "placeholder": "Input name",
       "style": "IPY_MODEL_d3e5e24567614cc8a96e90cc4999ee90",
       "value": "EBM"
      }
     },
     "6d12ca1bf54e41adbfa8f479c2ff2731": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6d1dfd1a2eac4bf99526d6752e579134": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_93b344d5b269461d8eb46a3d2f8fa31a",
        "IPY_MODEL_74ed1be17a7546cba5d4614cd5676a3b",
        "IPY_MODEL_f67c23c22e2448adb396bb9fd03d129c",
        "IPY_MODEL_3607499193704248946aac6350fe1056",
        "IPY_MODEL_f85e7b6858094a519b8950d126432ff8",
        "IPY_MODEL_93119c021ce14a3d9b5a1cb725754085",
        "IPY_MODEL_da7653f0ff60408facea36b650a6e251",
        "IPY_MODEL_363a60703a3b477bb152cbee99b1e81f",
        "IPY_MODEL_2873bc00488e473fa22b541ee917783b",
        "IPY_MODEL_9e720de39ca64cda9f14bd9d5da46a97",
        "IPY_MODEL_d5c732cf7fa7481893b1d2a925385491",
        "IPY_MODEL_22ca6288c9194d5a94e35426cc1930fc"
       ],
       "layout": "IPY_MODEL_43a8a306db594e2d88d9c5d50268a767"
      }
     },
     "6d343f12db08402eb0948aebcc18ae69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f5f392a7a50d4554a5b1abbbeb338889",
       "style": "IPY_MODEL_d489cea5fb3c479bbe8812c357669133",
       "value": "n_interactions:"
      }
     },
     "6d3f4b044f5b45aab5bc19f845318ac9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "6d43339dd4f14c80b3fdcc7e6660a69b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_541e4b3cb1d3483e8b724cb73ac83e10",
       "style": "IPY_MODEL_50e94ee38efd4e67be405b990f3f11a2",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "6d43e66a8def42f2a004ed8b906d6dbb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3dbec867e862452da86cfc3b754a4b19",
        "IPY_MODEL_88805e48805c4b1da6bac243c4a19c54",
        "IPY_MODEL_626b0e67d499401093fd50195d35d561"
       ],
       "layout": "IPY_MODEL_3eee9d09b55949ad8752d5768f25e905"
      }
     },
     "6d93e078784140b68de459ee593da07e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "ReLU-DNN",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_67de14d7f51742878dfa199d26371147",
       "style": "IPY_MODEL_f3714970e260437d925a114699c50a42",
       "value": false
      }
     },
     "6da47ea2749f49db9f3108415ef5da23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6db276f968ff4e359fc9c51813972c42": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6db43c4653e34f4daa5792c3fe3798fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c5899f470e164af5a1a0c1925814ac0a",
       "style": "IPY_MODEL_e4a47226964743319e9f8edd52774dd9",
       "value": "<div style='margin-top: 20px'></div>"
      }
     },
     "6dc803c6622a49d9a24588e8ccdefd6f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6dd00877e310428e8dea94313456f148": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6dd7338acf764873b5ea3afbe4c842ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "6dd873239cfb4f61b0b4a94b07a98389": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "99%"
      }
     },
     "6ddfb3920c08410e81e947042a465d94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0ef8ce4738294fc8a1ba9ffe2b521211",
        "IPY_MODEL_fdf6a86a8285459e826782e4c92247e3",
        "IPY_MODEL_8ed1545290244751882f6c16f9e91f06",
        "IPY_MODEL_ee7ee0108f0b4d5497980033ef95ccb3",
        "IPY_MODEL_eee81fe35eff476e95cced098da7bd34"
       ],
       "layout": "IPY_MODEL_214e708091a54279beb5f4845eed9b35"
      }
     },
     "6de456bdb3284d18a6ab875fa77808a5": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [
        "register-btn"
       ],
       "layout": "IPY_MODEL_c4da8fa702cd4996ba0f540c060fd77d",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "5f5769f4b4f64cff8946d01cdd3bf50c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Model Name:', layout=Layout(width='55%'), options=('Select Model', 'GAM')…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "6ded98518807482ba1561ff1b105d0f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6dee0637c5894e9c8d0c83e1b302dd3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_37f090b8bcea41f8bc5a851051160898"
       ],
       "layout": "IPY_MODEL_72eca04ac8ed4938905df4c10d3365c7"
      }
     },
     "6e096dccb577457eb1a2e3790edd1df2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6e0b3825aead461f9b51856730d0b0e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "6e0efbcf6e844aa19541698af62afc6b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c20068935d4546c0bd0906dbccd2d52b",
       "style": "IPY_MODEL_a670a516044247a992e9de8ec34df633",
       "value": "<div class='divider'></div>"
      }
     },
     "6e134038d4694b008cf76c7d91c29dab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6e1f4f6e5add4a249eb0181ab4b95871": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "6e393cdb85514587b066f7d50b73fbb4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6e40fa05bfde413a92ec09c40b06eedd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6e45d307289a4a1aa3dd40051a99d877": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4b0537aee96f4872ab9f9cd5c9936163",
       "style": "IPY_MODEL_96bc00d553ff4e368cbae35aa3f62bc9",
       "value": "<div class='divider'></div>"
      }
     },
     "6e4c56ca2bd3472a8a09ef6d7db2d725": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6e527315a8ec4e818a7b54569f04757c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "6e574f8367b44e1c811d32e5a863bc45": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ae67b4d92adc4bdf801097cacd3c9da7",
       "style": "IPY_MODEL_10d4bf4618b64c2797ac4c661e3cb0fa",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "6e657eb3862241739e5125155c9fe694": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2d9e0b86120c419f8fc38493c5e9085f"
       ],
       "layout": "IPY_MODEL_367b3ff7114b45afbfd329460471b8e0"
      }
     },
     "6e6b1f4a1b5e4251a0f62b4f1af42ae5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0a8e23471cf3402d8546daf825d1bb7a",
       "style": "IPY_MODEL_4d80bba44b574628912ddc5a1046716f",
       "value": "Max_iterations:"
      }
     },
     "6e6dc487bb5c4818a247c32634afce1d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6e76479c9ba046a6877e3de171c5183f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6e9c999a7e2a473988661e2bb017285c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6e9fb07005484fb6a3793626a2f4bd9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_70635466cc5f493f9af28439bb0b39e5",
        "IPY_MODEL_717eb16ae57f4257a16e103f40c92052",
        "IPY_MODEL_0c60d30ae4004db995b64730e08d38f0",
        "IPY_MODEL_d85165d077eb4c3db0e665de3b0ed4d2",
        "IPY_MODEL_14bbe74a85bf44e882fd5e6de79e9435",
        "IPY_MODEL_c82f159121504721b5a29bbccef4cde6",
        "IPY_MODEL_18ada7d983614952b7aa732734a98e8e",
        "IPY_MODEL_a2c3afef67514fe88a8fe28eb5db11a0"
       ],
       "layout": "IPY_MODEL_a527811f4da54431b578c8bb1555d32d"
      }
     },
     "6ea16cb81c3d46fc8738ce27e6698afe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8e2d584b2d43463889b2e2aa40725bac",
       "style": "IPY_MODEL_946ab92b7e09432e95c3452ce1757d16",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "6ea97bfcc96847749cda216e0f15bb48": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsModel",
      "state": {
       "_dom_classes": [
        "narrow-tab-fairness"
       ],
       "_options_labels": [
        "Setting",
        "Metrics",
        "Segmented"
       ],
       "button_style": "",
       "icons": [],
       "index": 1,
       "layout": "IPY_MODEL_14fded9a3ebf4130976a0e05c7a48b6c",
       "style": "IPY_MODEL_c27ce6aa43784b46aac9b92bd66a5385",
       "tooltips": []
      }
     },
     "6eaa0de67ddc4e2cbbc2ba7012032c69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d29ebc3cce5f4acb9bc3537909e1d156",
       "style": "IPY_MODEL_c1366b6b995a40b8b960c81c77e5bfd4",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "6eb8c4d5740e4742ade4a4446f14305d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6ee00140dce042b18d824ac617a68a6c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_942187dd0f454c21b69a011ef7e92cba",
        "IPY_MODEL_0a194e8b2efe4b4798585b3b42279612",
        "IPY_MODEL_7ff941407e3b47f9b51d1cf0c9d672f4"
       ],
       "layout": "IPY_MODEL_f500f3e9bf2b4ae6925f83611b0835d6"
      }
     },
     "6ee3a9a1c0034ca09221b09da246c5a7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "6eef8e2042a94a3c8b8a0ab27c44c718": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "6ef20364541c4641a82395cd8e2f8e99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6efee6e5c1c341b5994c28d4f87c436a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6f01044dd4a34992bc28aa0428bd3cfb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6f35729cfa8e45218239c61709381ae2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6f3e1480fbd54897a1fca4f7cde936a7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "6f6508ceaff343f1ac07047db38ced70": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6f6584665efb403e95565132550109a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6f65dbd81e0e4c92b64dbf44f8c8287a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "6f7bd23776994b048694f89f492c311d": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ae10d54a19a045fea809e9892c260e79"
      }
     },
     "6f87fd2c82064b1eab44651f9f8fde9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "6f8981542da34676aba878c4b6211042": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_3703650ba51f4b07ac2f52a629e32641",
       "style": "IPY_MODEL_307470d81c8d45e1aa0d4b4428b75a74"
      }
     },
     "6f8dd5dd9e3d444d820104e62bdeda8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_850ed583e6cf4a4d937930992d518213"
       ],
       "layout": "IPY_MODEL_078e924cf4624cc59f201a25d70aa305"
      }
     },
     "6f9799f486a546a6b31845742d969dd6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "6fb184c39b86488c8f6570a63eac07b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "6fc16ec1db5b4b859069bd448a8e99e9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_a6046f53b52d4ea7ba1ed0ae3853a567",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_bfe53886c5d243ee9990903d6e69143b",
       "value": 100
      }
     },
     "6fd257e7f60942068cf9bce25c74b6c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b0fb7b637a994321bd5b0192a3e10a3a"
       ],
       "layout": "IPY_MODEL_eeb773dfafa94ee78b04987984d6a751"
      }
     },
     "6ff184ae43d4453e854f548b30aa69c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "700b6ca48031419fb98a32bef19bf411": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "701f3b18bbbf4967906a58ce18a46f2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_05df4b465b5849e7bb675763ca9d8f12",
        "IPY_MODEL_5c830d47aa9d45fca868cf162e5bf3ae"
       ],
       "layout": "IPY_MODEL_d5cf5567b2044652b39932ae14ec7ff5"
      }
     },
     "702f69a0efc1475980c74ac7cf8e80a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "703246c2939943568d9d07d710c957ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "703c2a75cbce4920b46cc48f6c1f561d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "7041178f92d74ac68fb4c3306bd2ec13": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "704338bd103a42559521d4024da94a14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_9dce1c027f4b41a68da02b3be4153962",
        "IPY_MODEL_6c1b8f670e414aa3a1c50876a19d0b8f",
        "IPY_MODEL_e190cc4344b340f581b7d2ba4e240810"
       ],
       "layout": "IPY_MODEL_25bce1cf0f354238a8f455fc26849fc1"
      }
     },
     "704dad12dff84191b0419579cc341978": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "70558293fd37499186c32b83ca6b73d3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "705a4c7a6dbc457da2ea0a1b4fb04f41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "70635466cc5f493f9af28439bb0b39e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_33470cb40cd14821986d6c0366375e1e",
       "style": "IPY_MODEL_ab58ffd0081642b883eccdecb05dd66e",
       "value": "n_estimators:"
      }
     },
     "7063f88823a94c3188831c35ddc9a843": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "70645f7551154da3912914c0d6261e6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7067a7ecaf59423eaec048ffea1cac0a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_37f090b8bcea41f8bc5a851051160898"
       ],
       "layout": "IPY_MODEL_f11899decc654c1991f2c02fcb6fa67c"
      }
     },
     "70756e4562d3480cb5cd1fb08fe727b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "707e1ef799e943ac869884617c034dfb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "ADD",
       "layout": "IPY_MODEL_790dae9023154127a8045a5dce13ef64",
       "style": "IPY_MODEL_9a1c0623bcab4efe91b975068cb9268d"
      }
     },
     "70850a8e50ef4e26911f5fc8853478f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "ADD",
       "layout": "IPY_MODEL_5d636dc284f5432a840575a167efbf55",
       "style": "IPY_MODEL_d2126388f2684e94ae14efb32ab332f3"
      }
     },
     "70865efe9d344e22a5d4cb45abad4421": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "708bacd949ce4c3ca905abb6335bacef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ab54ff60c7704cd4a8d2aa7b540a0ecc"
       ],
       "layout": "IPY_MODEL_b23ccee61bae49d7a947ed094e64c5da"
      }
     },
     "708ce85179cd48b78b9763e09d06f33e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_9dcf4b3974e8468793d50e61a1dfec4f"
      }
     },
     "709a4da8778b4939a981eb2e1013797c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "70a8a4689a7f442cb6f01c931d63c204": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "70b8b0b37079445f8619eacb6399729e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ee2cb53f9b734759b2235d648752ca65",
        "IPY_MODEL_e3e02b4e5bb74a68a0d9cd8c0819cae7"
       ],
       "layout": "IPY_MODEL_93b3bfaab25b4040b242191172067d52"
      }
     },
     "70d2f456964b4a00bbba1441edd0a38e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "70d56d3ff12744ccb80ec20f55dc5c88": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "70eb0699cb7a48688602173f2e42a009": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_17bb0cb859414b1a8392745cd9f07c50",
       "style": "IPY_MODEL_7eeb09b11ef24ffea74bf7b10d5d11c3",
       "value": "Model name:"
      }
     },
     "70ec14905a054d90903f36e84e85483d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "70f19014251e43e9a866fe4232b1159a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_48eee8806f134f69bc39a6266a795d9b",
        "IPY_MODEL_ec05c7bdb44f480db1e108be5876720a"
       ],
       "layout": "IPY_MODEL_f94681d37b734e339cca0758b86f8801"
      }
     },
     "70f940113c2b43a8aa2e918b2d86042b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "70fbb296ad9844de8317664dc575b429": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "710a49ad916c401d95e8b593b5fb3121": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7111828526e1403e8a65075666fd8eae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "71173ec0fa7e4b2a958d91cdbe7abf57": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_583d38ccf2a14b09a992871eb4e2313d",
       "style": "IPY_MODEL_792d562a7c454ab3a314e747512ac8bc"
      }
     },
     "713880ddb132449494d8463a26dc3a2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "714119bd68db4c1cb76d01176ccce113": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7144421d6dca4c20b36b2b9c5959407f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "714c8550f6924dd4ba8e60815db80c38": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_40ffef3f36fd4f74a61f730907f732ef",
       "style": "IPY_MODEL_87ca185ae3c04da089d7bf6bfc232635",
       "value": "Subnet1_size:"
      }
     },
     "714e13c3437341ec96fc571e4800986d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "71525d0546f34f2f95ecd537a19429c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7153e9157c554ad3922622bf31c50542": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "716dad0be64842d99d4ac53f73bcc3d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "717eb16ae57f4257a16e103f40c92052": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4debce0a5878418b95db4c6285f05054",
       "style": "IPY_MODEL_045865efa1fc4c29b0d3aa6ded669115",
       "value": "Learning_rate:"
      }
     },
     "7183bddad2f14c96b69975ebc92c6a53": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_c8b2d4695483482380fedc8e3f653142",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_b3f8443910de4da085e5699df7d79470"
      }
     },
     "71894a3e488c4415b7b75bf5e06dabc9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7190105ac23b44c1bbacb8681dbe0c41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "7192100f00824831bc4ab4ae87f8b1b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_06dad9bbd3c84c3e940f96ac61eb3776",
       "style": "IPY_MODEL_746c2df0974b4942a9d2ab0fd13af3c5",
       "value": "<h4>Univariate:</h4>"
      }
     },
     "71b10bce1c804e96a7024457202884c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "71b3dc083d4f47829e49ca922dd5ddab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "71b76db4bb284594ad01182404e7402a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "71b7f66d4dc042d08e416973b5856b05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_1f754e5ed30045a386c93d4ce0fbba34",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_de78e1a6960f4674b81cd2c80d12352e"
      }
     },
     "71c5b9efc88a4ab882753a3b07b759ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "71d4091d8c284285a8e5ecf4c7adf66a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "71f0caa550c943c8befa1979d9b57b8c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_86ddc0109f2542dbabc6df543217e35b",
       "style": "IPY_MODEL_5f8e45b9c0f64e9a8ba2864e8dae02dd",
       "value": 8
      }
     },
     "7208f75ffcae453b8cd02183f58dc692": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "721562506ac84acb8d1688b85bfc3f28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "721d0d15a57940fab3c9afd9b79e259f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR"
       ],
       "index": 0,
       "layout": "IPY_MODEL_f6b86cd00ec7429b83d107950dd132b8",
       "style": "IPY_MODEL_3210f49ed35d421a8d35fc0c17086304"
      }
     },
     "7222b2e4df08495e988bea15fee46a8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "723871e8bc0d476d9e8063e2e68803eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "72425365686b4e1d87a03c5c9dc55b29": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "72523520ae4b4922b619ec429e0c0bf7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9bf66f9b093b41e8bb2f292f7960dbda",
        "IPY_MODEL_c39299ef28b84c44bb28157884292f07",
        "IPY_MODEL_383c27fe45ff44ff8ce79afa975c7e16",
        "IPY_MODEL_12d53c630cad499383b13a63fc9e7f61",
        "IPY_MODEL_bba739f103b343c2b98869e0ee6e5dad",
        "IPY_MODEL_ee9b47cb8a334acc9c57a71f6433f34f",
        "IPY_MODEL_9b64ddfe5c4f4f4390da42a14a2320bf"
       ],
       "layout": "IPY_MODEL_1e48c9f8b9b84fe4bd4c77aa42566ea8"
      }
     },
     "7257a522339141259ddb6ceec243bf51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_2a80bb7cbdd44eaea942bd608ec45f77",
       "placeholder": "Category Name",
       "style": "IPY_MODEL_3e583ec2a6174570b1bbc6f0383727ef"
      }
     },
     "725a936377fd4124a2a936dbe6047f1e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "72633faaace0445e9c0bae906a1385f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7269b61441044103b1917482b9af9a83": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 2,
       "layout": "IPY_MODEL_e29dc001eb8943b99ab66de5bcf203ef",
       "style": "IPY_MODEL_565ac9e28acc42529b1f6e4e3af7daf4"
      }
     },
     "726bac0d15fd4133adb8b4a96d90a0c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "726d0dabcf03408a882ac58d16b3eb3e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a9c9a469a6b7489589878484f85dac19",
       "style": "IPY_MODEL_9f4c404730574cb6987898355344f91d",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "726ee69d85be47bfbbfed116a410aeb0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "727a2ee51ba8495398fed74921244a0d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7295c9c26db1485e801ec6c2778a2709": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_32b45ca680d646249c47d7ae06c2bcf9",
       "style": "IPY_MODEL_4c24577ffad44b3294d9725e31111b9e"
      }
     },
     "72a6956d18ff4d8ea3738db2e20460d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "72af8d454b9a4d1d91c4bea1a4ff413f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "72b87bfe920c4f6eb5dc6936546c9f1e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_0acd4e399a1648358197d7fe5efc6ffb"
      }
     },
     "72c2d2ee1be14f1c8010065c138826d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "72c7e4bdff634a91a0f4ba0f9edf7a2e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "72c82858512f433d822c8564c3dc635f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "72cca555728c45c7abe331cc859a6522": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "72e2e5b6552849ebbe1980f22a9413ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "RUN",
       "layout": "IPY_MODEL_57ceea2820b249d89aab003db847daa4",
       "style": "IPY_MODEL_9661e0b56b7f4f3b95d6b7b5e4ad38a6"
      }
     },
     "72e5ea6d3f8c4ddabb79cab9a175cd39": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "72e68ff1a1804e6d800f07c2fd13c6ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "72eca04ac8ed4938905df4c10d3365c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "72f600c6f10b47a9b79e1390ea6fdb29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_65fcee68c1094af38bf6d83d5b8a5b53",
       "style": "IPY_MODEL_d6902e6389bc4bc6b310df622e30d0d2",
       "value": "Outer_bags:"
      }
     },
     "7314b96cb16c40b89d0231d9918da6a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_96e2695d1ac4417b9225e36c5876eff2"
       ],
       "layout": "IPY_MODEL_b8de09244eb84542828355cac1ab594d"
      }
     },
     "73178d40e5a64dafa0424c4df55178d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7319d3a54f044aa0a3bfda0c2aaaeb4d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "731de4b6576043fc9c22daddffe79f6c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "732459f535204472b02186fb4525af96": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_033a7477bbdb4ac19cfd63964325151e",
        "IPY_MODEL_ea6277c5c7f847538a31d1647a33da15",
        "IPY_MODEL_3e403cacdeac40758bb77f12d9ab7db2",
        "IPY_MODEL_ab659afa13294bd68b2f48853dbd341c",
        "IPY_MODEL_a0638b3c60034262b3f141fa019e72c9",
        "IPY_MODEL_8f2aafabdd9b4f0a954530ea8fbe2b79",
        "IPY_MODEL_035b313066f141b58129eeef51f446a7",
        "IPY_MODEL_01096bee41214884b802e2ece0006713"
       ],
       "layout": "IPY_MODEL_8becd0d7477f4c8f8d16cf5b976e498b"
      }
     },
     "734bdcf8e3444b87b45fea4a00aef963": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_86f0e4a6fa9c41a4aa08e38c25b8b2f8",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "06e62c6d2d304e918b221595fa2a4baf",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Output()"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Segment</th>\n      <th>x1</th>\n      <th>x2</th>\n      <th>x3</th>\n      <th>x4</th>\n      <th>x5</th>\n      <th>Label</th>\n      <th>Minority</th>\n      <th>Majority</th>\n      <th>Age &gt;= 62</th>\n      <th>Age &lt; 62</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Segment 1</td>\n      <td>-0.305859</td>\n      <td>-0.495321</td>\n      <td>1.195022</td>\n      <td>-0.476998</td>\n      <td>-0.711585</td>\n      <td>0.0</td>\n      <td>0.436392</td>\n      <td>0.563608</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Segment 1</td>\n      <td>-0.58308</td>\n      <td>-0.280939</td>\n      <td>-0.927892</td>\n      <td>-0.534633</td>\n      <td>0.180388</td>\n      <td>0.0</td>\n      <td>0.025982</td>\n      <td>0.974018</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Segment 1</td>\n      <td>-0.262612</td>\n      <td>0.075414</td>\n      <td>-0.499308</td>\n      <td>0.670432</td>\n      <td>-2.171268</td>\n      <td>0.0</td>\n      <td>0.159924</td>\n      <td>0.840076</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Segment 1</td>\n      <td>0.734702</td>\n      <td>1.134868</td>\n      <td>0.884572</td>\n      <td>-1.552788</td>\n      <td>-0.408138</td>\n      <td>0.0</td>\n      <td>0.014626</td>\n      <td>0.985374</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Segment 1</td>\n      <td>1.451385</td>\n      <td>2.096783</td>\n      <td>-0.008543</td>\n      <td>-0.839939</td>\n      <td>-0.345815</td>\n      <td>0.0</td>\n      <td>0.390532</td>\n      <td>0.609468</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>63235</th>\n      <td>Segment 15</td>\n      <td>0.040894</td>\n      <td>0.773211</td>\n      <td>1.102968</td>\n      <td>-2.033171</td>\n      <td>1.280088</td>\n      <td>0.0</td>\n      <td>0.169603</td>\n      <td>0.830397</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63236</th>\n      <td>Segment 15</td>\n      <td>0.44314</td>\n      <td>0.669094</td>\n      <td>1.709214</td>\n      <td>-2.116166</td>\n      <td>1.639332</td>\n      <td>1.0</td>\n      <td>0.142243</td>\n      <td>0.857757</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63237</th>\n      <td>Segment 15</td>\n      <td>-0.525556</td>\n      <td>-0.184375</td>\n      <td>-0.225891</td>\n      <td>-0.175094</td>\n      <td>0.424798</td>\n      <td>0.0</td>\n      <td>0.205865</td>\n      <td>0.794135</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>63238</th>\n      <td>Segment 15</td>\n      <td>-1.865697</td>\n      <td>-1.326895</td>\n      <td>-0.981676</td>\n      <td>0.710437</td>\n      <td>0.525616</td>\n      <td>0.0</td>\n      <td>0.089909</td>\n      <td>0.910091</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63239</th>\n      <td>Segment 15</td>\n      <td>-2.025629</td>\n      <td>-2.549611</td>\n      <td>-1.352743</td>\n      <td>0.574488</td>\n      <td>0.916961</td>\n      <td>1.0</td>\n      <td>0.579904</td>\n      <td>0.420096</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>63240 rows × 11 columns</p>\n</div>",
          "text/plain": "          Segment        x1        x2        x3        x4        x5 Label  \\\n0       Segment 1 -0.305859 -0.495321  1.195022 -0.476998 -0.711585   0.0   \n1       Segment 1  -0.58308 -0.280939 -0.927892 -0.534633  0.180388   0.0   \n2       Segment 1 -0.262612  0.075414 -0.499308  0.670432 -2.171268   0.0   \n3       Segment 1  0.734702  1.134868  0.884572 -1.552788 -0.408138   0.0   \n4       Segment 1  1.451385  2.096783 -0.008543 -0.839939 -0.345815   0.0   \n...           ...       ...       ...       ...       ...       ...   ...   \n63235  Segment 15  0.040894  0.773211  1.102968 -2.033171  1.280088   0.0   \n63236  Segment 15   0.44314  0.669094  1.709214 -2.116166  1.639332   1.0   \n63237  Segment 15 -0.525556 -0.184375 -0.225891 -0.175094  0.424798   0.0   \n63238  Segment 15 -1.865697 -1.326895 -0.981676  0.710437  0.525616   0.0   \n63239  Segment 15 -2.025629 -2.549611 -1.352743  0.574488  0.916961   1.0   \n\n       Minority  Majority Age >= 62 Age < 62  \n0      0.436392  0.563608       1.0      0.0  \n1      0.025982  0.974018       1.0      0.0  \n2      0.159924  0.840076       0.0      1.0  \n3      0.014626  0.985374       1.0      0.0  \n4      0.390532  0.609468       0.0      1.0  \n...         ...       ...       ...      ...  \n63235  0.169603  0.830397       0.0      1.0  \n63236  0.142243  0.857757       0.0      1.0  \n63237  0.205865  0.794135       1.0      0.0  \n63238  0.089909  0.910091       0.0      1.0  \n63239  0.579904  0.420096       1.0      0.0  \n\n[63240 rows x 11 columns]"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "734c3642ea0a4223a591b3adea8fdfc4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_93892b09095e450dbf2d97306df6bd4b",
       "style": "IPY_MODEL_d81fb9313d714f7eaf7f9ebe454131db",
       "value": "Metric:"
      }
     },
     "73526fbeb33e47dea3d8fc4e9c55daef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7356ec86400b4f53b637d7b26c88a48e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7378c698576f4cbf99d13fbdcaff46b5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "737c61516e0f4da893b560850a9768e4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7382adc24a784c42b6880fac10f80da6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "738b122569d84f3ba8027f6f377a34f0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e1471e59ef5c47ed8af9984896660a26"
       ],
       "layout": "IPY_MODEL_d9c47bc4c8ef43c28c111a7dc3c39395"
      }
     },
     "738e47e7f29a4e5e9939a674c8c1991f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "739034dc847443a093aae962d2930460": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7391e5bda3ed4d43a7e5a04a7082ed04": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ee36f47490684a7caf05665bf6786af5",
       "style": "IPY_MODEL_7487674128f74737a0ea7318be21556c",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "7393080b17c14eb2a2b2ece98c06163a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7396f657d05244ed935785c7b63d11e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "739a091e5e0342a7979366f295f539bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_460f46fe9b6f4255ac01caab236a1956"
       ],
       "layout": "IPY_MODEL_1930cf46794742279eca890318d32d5b"
      }
     },
     "73abe9de1781410283046011c902278f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "73af3e513a9e49ecb7e70c61d4b4c391": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c1365472ff5a431495d1cf8677a610c1",
        "IPY_MODEL_c24c2ede35924823a073e2004ae0dd14"
       ],
       "layout": "IPY_MODEL_3cd7d6796abc45a499106081d566db14"
      }
     },
     "73aff45b87ad4db4b57ec80872173483": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "73cff7b7ad934a5294bb55eb22a2e875": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "73d0eded36d34f5e94c253dc67647c6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_2802a7c7493c4635a729a192f73b6798",
       "style": "IPY_MODEL_527fb7386b0449ec955d44d85cd9382e"
      }
     },
     "73da23252e9a429288da0e1c626599ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "73db2e44dc1e49db8d9811df7f201c14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_fbe7196bc2b14f1eb3c4e07ac3b346c4",
        "IPY_MODEL_639e4679d60543eb81fabf7dc3465ddb",
        "IPY_MODEL_32251a8c32bd4ec0be67b9217f0421e0"
       ],
       "layout": "IPY_MODEL_0455bf60264d4ffdba8fe4892b98162a"
      }
     },
     "73f59291d64a4922883009e8aab2fe89": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "73ffb6fba75140cf95c049a435bf7dc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2364cb900f4f45009d031eba1dda313f",
       "style": "IPY_MODEL_c14cf5b83ec849328056a7e35af86597",
       "value": "<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>"
      }
     },
     "740547333bfd454f982497d8d0d40dba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "74154ccc02ff43f9844c2adfd722e430": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7426d2b771dc484da3104f565e821af4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "74303223f9c644448864131956752ef1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5b32459bd82f47ff93e631225f18b46d",
        "IPY_MODEL_6bd6a8af4f9a418b89480d0e579d213d",
        "IPY_MODEL_ee718607753047a682a03a9c0c80e488"
       ],
       "layout": "IPY_MODEL_a6bfe4eb71f64ac3a0268e99144a5a98"
      }
     },
     "7430f901cb3041d0ac298675420b08a4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7448bd0d43b346fd98cb545577e6cb45": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5a35d079acc2455b97003d3b65869f9c",
        "IPY_MODEL_2e7b022edc114d0e8df0dd69cf6bc5fa"
       ],
       "layout": "IPY_MODEL_5c0dcd56a76943d29c71df96a5283441"
      }
     },
     "74544fc4fb0e4ffeab44d176bd2f698d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7a30370f18ff411e82a24281b75789be",
        "IPY_MODEL_dbe41cb4689b4cf5a3ea7e8bfb5a4771"
       ],
       "layout": "IPY_MODEL_43717fdbd0934e92bbcdefeea39ee705"
      }
     },
     "7455692ef13c4fcbb62bb45c7a5ac96a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a2dbffd04b8f460f857bb75d472ccc51",
        "IPY_MODEL_1f3f346f6fb6489bb87f0a3f55338345"
       ],
       "layout": "IPY_MODEL_e6bbde1abe144512945298be0284c241"
      }
     },
     "745d29f47e26492fa76eb947a1012071": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "746c2df0974b4942a9d2ab0fd13af3c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7487674128f74737a0ea7318be21556c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "748aa6f00f2e4819a83b721449b33def": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "748ef8dcbff14f04be5893612cf24f95": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7495e1f955ab40b59f617388d7c37bc1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Correlation Heatmap",
        "Correlation Graph"
       ],
       "description": "Plot Type:",
       "index": 0,
       "layout": "IPY_MODEL_70865efe9d344e22a5d4cb45abad4421",
       "style": "IPY_MODEL_c493afe4aa28436bae2cdeaaae599765"
      }
     },
     "74a38327a378438493d5ec1d63ac6f06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_acc4f3f7cfdf4b0fbe492eeff7ee44de",
       "style": "IPY_MODEL_fa9920332b5d462d97c2fac0b5d72e08",
       "value": "gamma:"
      }
     },
     "74aa2786b2b94657a074725887fcba73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "74b18bccb8ae46d0826c4255b4b48c67": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "74cc7a843e02466ebd280b9bc46398f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "74ed1be17a7546cba5d4614cd5676a3b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c576641dcdcb48958a727643126e57f2",
       "style": "IPY_MODEL_3a09ed1ce43c49f2b1da41ba4e0c99d6",
       "value": "<div style='margin-top: 20px'></div>"
      }
     },
     "74f03815e6214a3f934ffaa70c573c2c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_6b56a3ceba2d44a789bdff38c3cd43d2"
      }
     },
     "74f5aefb292f4715a1b3946fb6973fa0": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_df7fcad536494713a4d388e243cb2481"
      }
     },
     "74f8c7f86a34438880d566c20152d82c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7504be9018014f80ab317597f50ea9cf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "7518384e92ed4fb989596e1d5ee7c0e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7525a0e07d974e67a51fcd30b64d8339": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7543ba9ae34f4729812f01f6cd2b268e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_5493d6293dbe4655a6efd782c78bc45d",
       "style": "IPY_MODEL_09fa37edcafa414d97a6f53f671210b6"
      }
     },
     "754ba490d65d454cabfc2451442dc549": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_510cf0ffdaaf40d19a20ac57e59d12db",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "02cdfe809b37474098fa018235f50b79",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Output()"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Segment</th>\n      <th>x1</th>\n      <th>x2</th>\n      <th>x3</th>\n      <th>x4</th>\n      <th>x5</th>\n      <th>Label</th>\n      <th>Minority</th>\n      <th>Majority</th>\n      <th>Age &gt;= 62</th>\n      <th>Age &lt; 62</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Segment 1</td>\n      <td>-0.305859</td>\n      <td>-0.495321</td>\n      <td>1.195022</td>\n      <td>-0.476998</td>\n      <td>-0.711585</td>\n      <td>0.0</td>\n      <td>0.436392</td>\n      <td>0.563608</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Segment 1</td>\n      <td>-0.58308</td>\n      <td>-0.280939</td>\n      <td>-0.927892</td>\n      <td>-0.534633</td>\n      <td>0.180388</td>\n      <td>0.0</td>\n      <td>0.025982</td>\n      <td>0.974018</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Segment 1</td>\n      <td>-0.262612</td>\n      <td>0.075414</td>\n      <td>-0.499308</td>\n      <td>0.670432</td>\n      <td>-2.171268</td>\n      <td>0.0</td>\n      <td>0.159924</td>\n      <td>0.840076</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Segment 1</td>\n      <td>0.734702</td>\n      <td>1.134868</td>\n      <td>0.884572</td>\n      <td>-1.552788</td>\n      <td>-0.408138</td>\n      <td>0.0</td>\n      <td>0.014626</td>\n      <td>0.985374</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Segment 1</td>\n      <td>1.451385</td>\n      <td>2.096783</td>\n      <td>-0.008543</td>\n      <td>-0.839939</td>\n      <td>-0.345815</td>\n      <td>0.0</td>\n      <td>0.390532</td>\n      <td>0.609468</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>63235</th>\n      <td>Segment 15</td>\n      <td>0.040894</td>\n      <td>0.773211</td>\n      <td>1.102968</td>\n      <td>-2.033171</td>\n      <td>1.280088</td>\n      <td>0.0</td>\n      <td>0.169603</td>\n      <td>0.830397</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63236</th>\n      <td>Segment 15</td>\n      <td>0.44314</td>\n      <td>0.669094</td>\n      <td>1.709214</td>\n      <td>-2.116166</td>\n      <td>1.639332</td>\n      <td>1.0</td>\n      <td>0.142243</td>\n      <td>0.857757</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63237</th>\n      <td>Segment 15</td>\n      <td>-0.525556</td>\n      <td>-0.184375</td>\n      <td>-0.225891</td>\n      <td>-0.175094</td>\n      <td>0.424798</td>\n      <td>0.0</td>\n      <td>0.205865</td>\n      <td>0.794135</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>63238</th>\n      <td>Segment 15</td>\n      <td>-1.865697</td>\n      <td>-1.326895</td>\n      <td>-0.981676</td>\n      <td>0.710437</td>\n      <td>0.525616</td>\n      <td>0.0</td>\n      <td>0.089909</td>\n      <td>0.910091</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63239</th>\n      <td>Segment 15</td>\n      <td>-2.025629</td>\n      <td>-2.549611</td>\n      <td>-1.352743</td>\n      <td>0.574488</td>\n      <td>0.916961</td>\n      <td>1.0</td>\n      <td>0.579904</td>\n      <td>0.420096</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>63240 rows × 11 columns</p>\n</div>",
          "text/plain": "          Segment        x1        x2        x3        x4        x5 Label  \\\n0       Segment 1 -0.305859 -0.495321  1.195022 -0.476998 -0.711585   0.0   \n1       Segment 1  -0.58308 -0.280939 -0.927892 -0.534633  0.180388   0.0   \n2       Segment 1 -0.262612  0.075414 -0.499308  0.670432 -2.171268   0.0   \n3       Segment 1  0.734702  1.134868  0.884572 -1.552788 -0.408138   0.0   \n4       Segment 1  1.451385  2.096783 -0.008543 -0.839939 -0.345815   0.0   \n...           ...       ...       ...       ...       ...       ...   ...   \n63235  Segment 15  0.040894  0.773211  1.102968 -2.033171  1.280088   0.0   \n63236  Segment 15   0.44314  0.669094  1.709214 -2.116166  1.639332   1.0   \n63237  Segment 15 -0.525556 -0.184375 -0.225891 -0.175094  0.424798   0.0   \n63238  Segment 15 -1.865697 -1.326895 -0.981676  0.710437  0.525616   0.0   \n63239  Segment 15 -2.025629 -2.549611 -1.352743  0.574488  0.916961   1.0   \n\n       Minority  Majority Age >= 62 Age < 62  \n0      0.436392  0.563608       1.0      0.0  \n1      0.025982  0.974018       1.0      0.0  \n2      0.159924  0.840076       0.0      1.0  \n3      0.014626  0.985374       1.0      0.0  \n4      0.390532  0.609468       0.0      1.0  \n...         ...       ...       ...      ...  \n63235  0.169603  0.830397       0.0      1.0  \n63236  0.142243  0.857757       0.0      1.0  \n63237  0.205865  0.794135       1.0      0.0  \n63238  0.089909  0.910091       0.0      1.0  \n63239  0.579904  0.420096       1.0      0.0  \n\n[63240 rows x 11 columns]"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "75772db1c5c44bada4c921ea8d5b552a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "ADD",
       "layout": "IPY_MODEL_0ff47a9b3b2d4df498f568fb47ce185e",
       "style": "IPY_MODEL_1c984fc638f5400c9539afc135f40362"
      }
     },
     "75805a128e964a8ca569aa5547d28f64": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_db4ebf760b424f61b78153353c504fc3",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_131f63622b8146cfb131b2d9c0672b2a",
       "value": 100
      }
     },
     "758a54cd23b14ba59f720cde0f2cb6e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "758eaceff4d6467284a57aee60a0dc1e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_668d5b95af2a4706b64e1cc58704d515",
       "style": "IPY_MODEL_71b76db4bb284594ad01182404e7402a",
       "value": "Model name:"
      }
     },
     "7598c700777041499587c14940b78749": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "75a0c332682e4af0a3d2fed27eaa0d48": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "75a7e0765859479cb2f74daae7893112": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "75ab153e47914f85a5193dac0592cc07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "75abb873d4544c88b04dc6db0f147287": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "75ade7401d32475192cf46e2bfee4dcd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9a8650a86da743abb82a1917ef76d1cd",
       "style": "IPY_MODEL_ced88a23cc9949cd87e4c46a654ebda0",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "75c27cacda3d4f849b403e99bf253ced": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "75e121aa881f4b9cb3b5db5ed6e29ca1": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8dbb7b8dfc95441eb0b6f371ea88a4cc"
      }
     },
     "75f79068186b408d81525e621a63cdeb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d83c096a40984f9daf1aea024d0e2879",
        "IPY_MODEL_09a3869fc94f4d11bc1f05e37804c6bc"
       ],
       "layout": "IPY_MODEL_169b2b2b5fa9411bbbdc0c4f5392eb50"
      }
     },
     "75f8932e2d434204ab8935846ec1deb0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "75fc01730b4d421cb0121081065499bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "7610e3fdc255449ca2cd6499dcccc2f7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7628c0eea0c641fbaebf77b6dd309da5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "76314137efd74802b64ee5b92e6853cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "764560c3a7204f33ab409381009e0b1b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "764d8a4babe14d2b9c125bf86f8d3653": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7668de1f8f2645b885e1ed12c0d41976": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "76831ffd7f4e45fb96b74f3763a7dd5e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "76c8f6d17f7d4591b5c94d8d342b4da4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "76d05a81bb614142b880ebf07b5b2419": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "76d693553fa04ecf8c6bd944b4473850": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "76fd25a19941493e8fa9c8cc0869461f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "76fd6acda8c340a18751a861265ceb98": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "771a7373675147e0b98b8211e8f542b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "flex-end",
       "width": "auto"
      }
     },
     "771fdad27eab4f33b105e376454cfb85": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "772e9a366e1a44d580d919b6bfe604b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7889aad7f5954c1a9964e0d86ec76145",
        "IPY_MODEL_7a8c7747271c41b9a07ef2be724be01a",
        "IPY_MODEL_d2ffd38bd39842e085e0327343769196",
        "IPY_MODEL_409ea7e5a2724fff9961e0cad1d41bc1",
        "IPY_MODEL_5504ca8757024ab4918a141b8528d891",
        "IPY_MODEL_41813305897a4ae7ad89359cce00b7af",
        "IPY_MODEL_2079c87f86ed47888f8a537497404ed7",
        "IPY_MODEL_7ea74708cdda4f209a131f76df062765",
        "IPY_MODEL_12655cad869f4ab78840725ff070287f"
       ],
       "layout": "IPY_MODEL_3e72b50b0e75465981157f0c0ed91066"
      }
     },
     "77525f4a7e2e47eb9871c5e40313f2b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7769124a9a2648dc94cc455eea42367a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7769eb0a2e7d424aae44e638a376f2dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3dc0d088bbf141adbda74d43c6b32780",
        "IPY_MODEL_f357bfbfa5ed4d9c96f904b5fd3384e6",
        "IPY_MODEL_164093825f154edb9d3fdc8a12e49f7b",
        "IPY_MODEL_0a5493c0c2124fa5b7210faa67ee481f"
       ],
       "layout": "IPY_MODEL_bc7327927c88445ab6e2dd5078cd154d"
      }
     },
     "777e05820c6e487eb3d497d41c490fed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_d128eb9a62544af7a0f6d484ec85af0c",
       "step": null,
       "style": "IPY_MODEL_ce175e6aeb6a44baac8592f23b3f4f97"
      }
     },
     "77868baa1ed945c8958fa64b5efc086b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2d246416de8947c8b4fe52a7950e0a83",
        "IPY_MODEL_ecb24c2c0e4240da93b848ee8ca1afdb"
       ],
       "layout": "IPY_MODEL_2e9a4ad6968e46588ac266773889084b"
      }
     },
     "7786b60e74a14592bea9509e2d586d3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ecd1661a4dc04f2b9672e91e9d9f0f11"
       ],
       "layout": "IPY_MODEL_2d71d6cec9044f4798031ffa7b8dda38"
      }
     },
     "778d7bde4eef4176abf663a06e56ff35": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_29132d551f6b4304a2e196a4d3f82e15"
       ],
       "layout": "IPY_MODEL_02c2f1611f8b41718ffa0142edec087d"
      }
     },
     "77a301daf6684ff9a4f0b7885fd6c5ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_79a8f1c3710a4c76bbdba12389628cab"
      }
     },
     "77b1bcf3ab7c44afaf1d0e507ba7a569": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "77b2895c9fdf41d5a5b72483661e6fd4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d2a2e8f020184615b58295173c515f36"
       ],
       "layout": "IPY_MODEL_f1ff6592d06b41b5b509aa3db18b92ba"
      }
     },
     "77b2d524bec0467a9f53bbcfd9ca08ab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_2f6b3440bc7145edbb8a1fb9d2267bd9",
       "style": "IPY_MODEL_33613a7d347a40f1bed58b3b56c78dfa",
       "value": 10
      }
     },
     "77d937b345794704ae0a778a467d1cf5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_c0f0294a53844d95a7fb092139574d14",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_097a003ad3644c53be1ec2486f925aac",
       "value": [
        25,
        75
       ]
      }
     },
     "77f736869a8b4f0585d953c4a916f375": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Type",
        "categorical",
        "numerical"
       ],
       "index": 0,
       "layout": "IPY_MODEL_6eef8e2042a94a3c8b8a0ab27c44c718",
       "style": "IPY_MODEL_3f76ec526b344492913effddcf04349b"
      }
     },
     "77f93142d0744be09a2476c6d866d1fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_7153e9157c554ad3922622bf31c50542",
       "style": "IPY_MODEL_427985051adb4962892d59d058624e06"
      }
     },
     "780056053d8d422f8d65ccd0d7284354": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8b16d04027e8488b8f5d5c0fa6985eb7",
       "outputs": [
        {
         "data": {
          "text/html": "<style type=\"text/css\">\n</style>\n<table id=\"T_ea66a\">\n  <thead>\n    <tr>\n      <th id=\"T_ea66a_level0_col0\" class=\"col_heading level0 col0\" >Group Index</th>\n      <th id=\"T_ea66a_level0_col1\" class=\"col_heading level0 col1\" >Group Category</th>\n      <th id=\"T_ea66a_level0_col2\" class=\"col_heading level0 col2\" >Reference Group</th>\n      <th id=\"T_ea66a_level0_col3\" class=\"col_heading level0 col3\" >Protected Group</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td id=\"T_ea66a_row0_col0\" class=\"data row0 col0\" >0</td>\n      <td id=\"T_ea66a_row0_col1\" class=\"data row0 col1\" >Race</td>\n      <td id=\"T_ea66a_row0_col2\" class=\"data row0 col2\" >Majority</td>\n      <td id=\"T_ea66a_row0_col3\" class=\"data row0 col3\" >Minority</td>\n    </tr>\n    <tr>\n      <td id=\"T_ea66a_row1_col0\" class=\"data row1 col0\" >1</td>\n      <td id=\"T_ea66a_row1_col1\" class=\"data row1 col1\" >Age</td>\n      <td id=\"T_ea66a_row1_col2\" class=\"data row1 col2\" >Age < 62</td>\n      <td id=\"T_ea66a_row1_col3\" class=\"data row1 col3\" >Age >= 62</td>\n    </tr>\n  </tbody>\n</table>\n",
          "text/plain": "<pandas.io.formats.style.Styler at 0x1f0d3ce3df0>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "780755df948842b99465bd633dea5949": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "781356985482483ba0211f6881f64e2a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "781a827ca0184a4c94cd059452f45e74": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "781f6237263f4b35af70b9e13b30afd9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_f7c108ca9ec94a9a970573851f5d6610",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 576x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<style type=\"text/css\">\n</style>\n<table id=\"T_fa259\">\n  <thead>\n    <tr>\n      <th id=\"T_fa259_level0_col0\" class=\"col_heading level0 col0\" >Group Category</th>\n      <th id=\"T_fa259_level0_col1\" class=\"col_heading level0 col1\" >Reference Group</th>\n      <th id=\"T_fa259_level0_col2\" class=\"col_heading level0 col2\" >Protected Group</th>\n      <th id=\"T_fa259_level0_col3\" class=\"col_heading level0 col3\" >AIR</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td id=\"T_fa259_row0_col0\" class=\"data row0 col0\" >Age</td>\n      <td id=\"T_fa259_row0_col1\" class=\"data row0 col1\" >Age < 62</td>\n      <td id=\"T_fa259_row0_col2\" class=\"data row0 col2\" >Age >= 62</td>\n      <td id=\"T_fa259_row0_col3\" class=\"data row0 col3\" >0.9990</td>\n    </tr>\n    <tr>\n      <td id=\"T_fa259_row1_col0\" class=\"data row1 col0\" >Race</td>\n      <td id=\"T_fa259_row1_col1\" class=\"data row1 col1\" >Majority</td>\n      <td id=\"T_fa259_row1_col2\" class=\"data row1 col2\" >Minority</td>\n      <td id=\"T_fa259_row1_col3\" class=\"data row1 col3\" >2.1963</td>\n    </tr>\n  </tbody>\n</table>\n",
          "text/plain": "<pandas.io.formats.style.Styler at 0x22270ebf610>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "7829ce52ef884e8f9005e26ed8660f57": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "783b49ac5b554df68e5cfbab78e0a971": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "form"
       ],
       "children": [
        "IPY_MODEL_0aae0d6563b34421b912257d6f38af06",
        "IPY_MODEL_52b333065f784ee6b99c053d6532a1eb",
        "IPY_MODEL_3e4170502786484c9958d989597fc889",
        "IPY_MODEL_f2b3f9d32f1d47f9bbbbe26f7919bec9",
        "IPY_MODEL_1cd9e3b7510746f58fd42d9b7371c59b",
        "IPY_MODEL_da93e39c22f14b68aee83abaaf10279f",
        "IPY_MODEL_b88af74e5ff94b4f822e95e7b9c06209",
        "IPY_MODEL_0a93762e0531414daea6898a11bea8fa",
        "IPY_MODEL_3e48aefb04f34dfda061b50211f31474"
       ],
       "layout": "IPY_MODEL_f21a165094b94628b6729aaacc6159e7"
      }
     },
     "783b807fbc6e41b4925ef2206d09ff79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "783f728643a64cc29d40ec86f074f017": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "784cbc6ce4c8493b85d75abb4cfc9c4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_9a9cfb41e6c4456e914aceda30912863",
       "style": "IPY_MODEL_3bbc86f12ac74d73af9d558339bf633e"
      }
     },
     "7853b0bd51fa4cf1828bc369fe6f8ad8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "785f430a854a496f9f1c701852a64330": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "78633b747ebe406cb56680813cfe1918": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "786d268362d1485b92f1ec7952b0227a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "786ea275143d49038699f3aa225be464": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4de53851be13421ebab415c0665182b6",
       "style": "IPY_MODEL_02c2e8654a1e41339cf89cdd87255a20",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>Excluded columns</td><td class='ptd'>['Minority', 'Majority', 'Age >= 62', 'Age < 62']</td></tr><tr class='ptr'><td class='ptd'>Target variable</td><td class='ptd'>Label</td></tr><tr class='ptr'><td class='ptd'>Sample weight</td><td class='ptd'>None</td></tr><tr class='ptr'><td class='ptd'>Task type</td><td class='ptd'>Classification</td></tr><tr class='ptr'><td class='ptd'>Split method</td><td class='ptd'>Random</td></tr><tr class='ptr'><td class='ptd'>Test ratio</td><td class='ptd'>0.2</td></tr><tr class='ptr'><td class='ptd'>Random state</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "78784b3b70274df7aefa31f1bb9477e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "787a488adaae48068236ed4b529fcca9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_66a295af0be84299a81dfdaf9b409975",
       "style": "IPY_MODEL_530cdb7ca3df4d3cbeffc54d15aa54bd",
       "value": "Max_depth:"
      }
     },
     "7884795f61c24fbbbe9d5f61674817a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "7889aad7f5954c1a9964e0d86ec76145": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_05825793362841048f568f37a261010a",
       "style": "IPY_MODEL_f452319f9513436dbb9046399994e266",
       "value": 10
      }
     },
     "788fb6421a4e49c887a457c5d7563df5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "78950da4c7f34b0396b0b06ec85ac0ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "789fab59c49945f4b206234f376c3dc8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "78b8689e93794812be35483365fb7ba1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_8613d7d0832545baa101d8100755008d",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_672eeff966bc42f0a00baf91e0b0c821",
       "value": 1000
      }
     },
     "78c41a8ea23a4188927aa6e471691331": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "78c97fd758de4e95a5f4d112e641cb74": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "78cd4860dfb2413488e87cddc44c4e56": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "50%"
      }
     },
     "78d01986007745cea1e78fe62be598e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "78dc11978ac74e79aa738b46b6d4e13f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f18e1b2c2c5540959aa61c19c2b148ee",
       "style": "IPY_MODEL_e134aad33e1748ca9a31dfb91aac58e0",
       "value": "Learning_rates:"
      }
     },
     "78dcaf88eba6420082f4d79b7ffda5f6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "78dfe0211fa2491f9e99c09f019f4eea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9433b712c26b4699880f2ca35da46fbb",
        "IPY_MODEL_3b772e3857cc4366889eaa55ae0a9164"
       ],
       "layout": "IPY_MODEL_f570ea6d7f8b420c8a33a1ad4d46d89b"
      }
     },
     "78e6937f8f444124ac2ca6df849d1f6c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "78f0bc7007f2413ba1dc456552d4ebd2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4e0e734ee8094e489300473c27bb1e7c",
       "style": "IPY_MODEL_0074b54f8fac4377aa13571d97cd1a4d",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "78f7ebff72a24e8abf53dad3f79e7979": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_26b9e1ecb95447c682436ec6095eeb34",
       "style": "IPY_MODEL_1b1afe1aee3141e782bf199b2893d564",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "7900b57a930e41d5847b3261b934dd0c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "7909949310454dcab1e9a5c8c7896a6b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "790dae9023154127a8045a5dce13ef64": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "30%",
       "width": "auto"
      }
     },
     "7915c545cdc44a28af321f46d5a0c8f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "791dd5021f7c4b9ca9b59b1f3cf78359": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "792b10b48b2c46819a676e307bc46ad8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_49539a0fcf6f40608c3f0f00c369715b",
        "IPY_MODEL_48b3c5bacd804d15b43045138def6160"
       ],
       "layout": "IPY_MODEL_f813fcec3173489faeff0e4be513d22f"
      }
     },
     "792d562a7c454ab3a314e747512ac8bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "7936c4f3c61144098c57044d655b2ba7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "793ba812482e4417ad997e9162926003": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ccfe745fde9a4ab2bc4c64bae4590649",
       "style": "IPY_MODEL_71b3dc083d4f47829e49ca922dd5ddab",
       "value": "<p class='notification info'>Register GAM Done</p>"
      }
     },
     "79473e7f47c545cfbe6c3743c49e51fa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "794e7e6e23c1471aac33a286027d954a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_21948848caac4b319392d7d3965968db",
       "style": "IPY_MODEL_6e134038d4694b008cf76c7d91c29dab",
       "value": "0.5"
      }
     },
     "7954135788ac48aa8a3a4087b53af874": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "795f617487754221a7fa1e2e8fb42b44": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0f5ed8cb71b7446fb5d6c82bf23f81eb",
       "style": "IPY_MODEL_a4f27705f13b480084bf3c9c610a4df4",
       "value": "Criterion:"
      }
     },
     "796440a0c0c743cead9ff0554f769fd0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "796b770ffac1475eb99a044caa126254": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_61bc4d48c73b481981115e2c51ad45b7",
       "placeholder": "Input name",
       "style": "IPY_MODEL_262c58ab9e9c4628b3300532164ae94d",
       "value": "GLM"
      }
     },
     "797eda11506e42b88a1a53b4d15dbf8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_200dd214a469414897d06b9ea26b64b9",
       "style": "IPY_MODEL_30f6de4528754b798c09b01f23546f29",
       "value": "Feature_increasing:"
      }
     },
     "7983deb8ac5d43e0b5f03a0acd44c2fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "799e82fe0bd945b69005d705dfca4e64": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "79a0c93b123644069a9c4f025b6d06c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 1,
       "layout": "IPY_MODEL_4de482a3636749d49fcb7efb33b2b5fd",
       "style": "IPY_MODEL_60790df24b00415394b949e8f0d28901"
      }
     },
     "79a8f1c3710a4c76bbdba12389628cab": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "79acc27b38a34443ba6eeb61cebfc5e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "79ae41e220da4d479f53414f4a068897": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GLM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_19eeff9e68454c5d84ad822b9ea2c29f",
       "style": "IPY_MODEL_47d3c9e4148c428c9455809c068a2863",
       "value": false
      }
     },
     "79b5506d2f234047a22b514cb8183544": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "79b59aa4ec6e482199bdf82da859d70f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_87ea06fc582c4dbdb595e2a7a7dd2e96",
       "style": "IPY_MODEL_39da7a08ab7b4156aeb67bae3d5552cf",
       "value": "<p class='notification info'>No group selected</p>"
      }
     },
     "79b9e89a17d04a3c82ddc94e8282d921": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bd650177f9ef413791236f01a1d37c28"
       ],
       "layout": "IPY_MODEL_f4ef0db2b427492bbae61f6394066711"
      }
     },
     "79c2c22d7e8245a5963ccb00b5d9c978": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "79dca70775c247e5b8e0308d97753df2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "79eb791eb62b44acbe69b3a66e90a86f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_adf6b6b8be8c42a791bbc86420bfc8ed"
       ],
       "layout": "IPY_MODEL_0fd47e94e3c149c99dac79ec7eb2c637"
      }
     },
     "7a19d0b2639b4d918e24949e03c7079f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "7a23240278f6436bb49a995ec989cdd6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "7a29adbbfec243369874abfa7e388aa8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "2px"
      }
     },
     "7a2fbb2195f346a4a74a2a1f19bb20b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_c8eaaf2095af427c9c4b3ae6a920572a",
       "step": null,
       "style": "IPY_MODEL_7628c0eea0c641fbaebf77b6dd309da5"
      }
     },
     "7a30370f18ff411e82a24281b75789be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "ACC",
        "AUC",
        "F1"
       ],
       "description": "Rank Metric:",
       "index": 0,
       "layout": "IPY_MODEL_64e971bff8044da5a3af5e04863b69f4",
       "style": "IPY_MODEL_bbf3f966bc9149d8adbf437f216d8fed"
      }
     },
     "7a6abd8ed371469699f7112e3953c91a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "7a6c604ea32f41d4a3656fa9917afb36": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "7a6e5981562646ab91401f15858536c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7a7a623daa5e4471a14b6f5c524db18b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a1c65a0de37b429e858c2b584b36946a",
       "style": "IPY_MODEL_273cbbbe9ed64096b4ad55b626bfc6cc",
       "value": "<div class='divider'></div>"
      }
     },
     "7a8116a365f847f2978baadd67e967e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7a8c7747271c41b9a07ef2be724be01a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_51e6530a8ad64782b1ab7040d2a0aae7",
       "style": "IPY_MODEL_1b62e9bcd9bb4cb8b2d0d7be1beafbb5",
       "value": 8
      }
     },
     "7a989dbdc53749eb9f8112815b52b69c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "7a9c665edfdc4a0bbae836d471bfdb09": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7aa4c480d2cf4040b0e4e7d8d7e20692": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7ab9443a7c7a49f48dbb71d92045e1fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7ac002f6020f4947b3052a22e0013f0f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7ac076583dac4d25b51590631bbc6f8a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7ac52a41e24f4383bcfe6fc7120ddc6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_bb052d991ae54a8bae00e348f9b67603",
        "IPY_MODEL_60d9869f720b4f1790bba11871eed5d4"
       ],
       "layout": "IPY_MODEL_fd5ee2ce64b44e60bf2106958599379f"
      }
     },
     "7ac7c8cde5534c9fad437f7127336522": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_3ed28e3e68fd429d925ea5143cb02216",
       "max": 10000,
       "style": "IPY_MODEL_2676003ae74d453884301abe0074afa5",
       "value": 256
      }
     },
     "7ac984faee4d4911a353de1e5242b423": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_43c45e79aabc4a9fbf3fbe704a3aac43"
       ],
       "layout": "IPY_MODEL_b69f87d638f442fb89009ccfc4f9cd56"
      }
     },
     "7ad68705abaf482b84a85165bd7a2ea9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsModel",
      "state": {
       "_options_labels": [
        "Group Setting",
        "Metrics",
        "Segmented Metrics",
        "Thresholding",
        "Feature Removal"
       ],
       "button_style": "",
       "icons": [],
       "index": 0,
       "layout": "IPY_MODEL_d468a9f15d3d4a84a8e0113192fd60b7",
       "style": "IPY_MODEL_24eb6ac974a546c0bdc594d758725138",
       "tooltips": []
      }
     },
     "7ad8feeccebb4dd89a54c703960413c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b97da2b82ebc4bcca3741c34d7e4a1c0",
       "style": "IPY_MODEL_ad2447d184ba4e29b254f3260edab34e",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "7adb7a3100eb4750a1182d220d251448": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bceaab5ff566421ba70cfa24b7b44b1b",
       "style": "IPY_MODEL_8be6a27a2ba94c438900f2e521b8df7b",
       "value": "Reference:"
      }
     },
     "7ae9a97f86a5455b9f9b7e885fb7c496": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "7afa03d245d84c819bbd26393cc389a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7afa5328bc254bd485f074ae71b27701": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_12d6d70e2caa41bd847a2927a3fc8819",
       "style": "IPY_MODEL_371e63ebb2654488a99af5e1fb713a96",
       "value": "<p>Split Method:</p>"
      }
     },
     "7b0ff56e8fa849479a0cf7046742d24d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7b11f548b85f46619d35b129341dba77": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "7b1f4791f5d340209d0333f38d03408b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7b29bd733c7948b3bba5760e90cc887f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7b44d684cbbf40c9a634a5c95c48f456": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0c35b3a017eb4fee84e29cff98b323b1",
        "IPY_MODEL_8f9eb1cd99ec4c56b8629fb648743329"
       ],
       "layout": "IPY_MODEL_5e9e84f47ea54a3da1f755379279e45b"
      }
     },
     "7b4fae54a38e465b9b996bd1eb238529": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c13f62dbbacc490cba59bcd8bf6e0e8b",
       "style": "IPY_MODEL_3914a383ebe049f5abdae82054acf965",
       "value": "Subnet1_size:"
      }
     },
     "7b76a405c9314b178eff28db936b3f49": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "7b88d3c4193543788a50b8f5e779cf7d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7b9285ac0a84448dacefb8881543f43c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_096c81d565a646b9b26ec8a225b19774",
        "IPY_MODEL_c5579a8c554543f792a20f8a6b6292ad",
        "IPY_MODEL_161195ffe884461596ae4d038d2e5bf8",
        "IPY_MODEL_52afb504fa054f48b91ca646f06b928a",
        "IPY_MODEL_50cc5f0f45f04b5e8e7f0545bfcb5f63",
        "IPY_MODEL_38fdb57f9641425783573b156cdaa003",
        "IPY_MODEL_63dfb118ad784ec799d3022d364fa59e",
        "IPY_MODEL_d24c8fb0a463483bb2ed1c74f727dfa7",
        "IPY_MODEL_f5a34bc45bea4790adc2afc964422f1a",
        "IPY_MODEL_99f3f55730614c65bc7ccadaa5d62af4",
        "IPY_MODEL_780056053d8d422f8d65ccd0d7284354"
       ],
       "layout": "IPY_MODEL_2a91d88ad98c4cf58151dfececd76e55"
      }
     },
     "7ba15d66690449d7800e66cd5872fa82": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7bc961530fe747d2adc58c51162cea9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7bcb1e4ac22249d6b2da9affb03b0f1c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "7bd0a805c5514d2bbf460ec0d524bc51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "glm",
        "xgb"
       ],
       "index": 0,
       "layout": "IPY_MODEL_1016f8feb6b3470ba107a737dcc6890d",
       "style": "IPY_MODEL_15b686dfffa842a7956f0f70ca836840"
      }
     },
     "7bd14bc7997d4eb1826d14d94797dd3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_25210f4ca9ae48aebaa06313d4c9690e",
        "IPY_MODEL_468583dc8970446cb37810f730c109c6"
       ],
       "layout": "IPY_MODEL_a177732332644eadbcd79c7868c37fb4"
      }
     },
     "7bdf4b962a794a69ba8d6d2afb61e523": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7be26ac0093341028c975166aea65c89": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7be9fbbe5648430180dd02369b616484": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_efd1d2335cee4e2f9b5e34a0a36ab4aa",
       "style": "IPY_MODEL_f18bcf7d6a9b41a1b81c67ba702804e7",
       "value": "n_estimators:"
      }
     },
     "7bf103b6991a4bfaaff3e2a9ebe3307a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "7bf3b659f373445782e1034c92a7fbcb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7eb49da691f34d599b9b6c86ddfe3a32",
       "style": "IPY_MODEL_e8e1e25840f84f809668b16bb26a5471",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>XGB2</td><td class='ptd'>0.8495</td><td class='ptd'>0.8480</td><td class='ptd'>0.5979</td><td class='ptd'>0.8551</td><td class='ptd'>0.8549</td><td class='ptd'>0.6134</td><td class='ptd'>0.9</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "7c0707c6bfae4117aca942325df73180": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7c1b361b8c734db3b6a4382e39115824": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7c54f565842f418096da609c4dc4192c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_935148f4215d4093a918740d9ce3db3c",
       "style": "IPY_MODEL_dc36c2b60d8140cc827f2e07bf8129a5"
      }
     },
     "7c57286203aa4ff695949149c83e0dfd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_10bd1b8035294742a034da4b64c0da4c",
       "style": "IPY_MODEL_640b0a50022a41d5ab0a38f39f9b3d6e",
       "value": "Exclude Attribute:"
      }
     },
     "7c57c770ce8146bbbdfbd1e3e50692e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_02f4da0cba09442eb3d955dec1aeabae",
       "placeholder": "Category Name",
       "style": "IPY_MODEL_b3db4a5d3fee45fda2ef6adba2caa3c8",
       "value": "Age"
      }
     },
     "7c6b0177ef674c0c81f986dd34145186": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7c9420067bf44ef7ae1de1c8d4e4717b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "7c9dc3dad28a4aadaf4891ced1b4715c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7ca4855da869473299e14a772799813e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_03e6f9dde8e04a40808dbccf5f72113d",
       "style": "IPY_MODEL_35b4bcbd26324744a690ea7e7d73ad76",
       "value": "Reference:"
      }
     },
     "7cb1b02fbd4641ca8b5a3d9b573f7c21": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7cb976606ad34c94b68fd2c57085236a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5efebfe2283f4162841f95145f0d94c8",
        "IPY_MODEL_13ad267dd2f646d0a8921c60478304e1"
       ],
       "layout": "IPY_MODEL_1fd1539cf52a4e3ab2264411a628f754"
      }
     },
     "7ce2f1f1fab44f7e8a118f3e99dc98af": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_112a029668fe424bb9cb6849e89ffd43",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "ae5e840e5642430fb5a79db16cbde5f9",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Model Training Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "7cfd1643e4624fcd95e2f738de04775f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_740547333bfd454f982497d8d0d40dba",
       "style": "IPY_MODEL_babbc2dc5db44c2e9a47167ff49aad79",
       "value": "Favorable Response:"
      }
     },
     "7d05bfd9a8f842668106fbac2096c91f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_9cb33c71a802440092e0b3766d06410d",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_1f24a63ad653451b8e7a1ad1c258dc76",
       "value": 100
      }
     },
     "7d28b1ff58a14625a49ee08205a16ef3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7d30f972aa17474baf90e6084b2d7faa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7d3d74246928405eab2b45779db12136": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7d3f1b38ace04bd787f3b07adef0d889": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7d4245cfb0d34033b74c8a3cab757d27": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7d4a9ffab46e4c4e95970a22f9313177": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "7d588f7b74d745208457cf5c004c5c03": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7d74a69e301c45dbbfb63b8548b862ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_fe0f7b0e2bc54216a5e957e3454bd038",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_466a32f8c89e4a908dd120151b4c4bc4",
       "value": 1e-05
      }
     },
     "7d80dd56657a4912bce2e51b7781b7d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7d8483b022294427a38b1df9ef5480e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7d918aa79fa4438c9adb9fe6281ff87c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "7d9487ab4ec946399e4bee9a62c32464": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_85af0b3069cd49258dfbc3b32855463e",
       "style": "IPY_MODEL_e8e89a9d10734ed99cebf66d5c7db765",
       "value": "<div class='divider'></div>"
      }
     },
     "7d971f47b88540c59e061ee3d4fa8fbf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7d9a95f3b01243349e47a81cffeae59e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7d9fce55b5f6432eb17ff6712ed91829": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7da9d401af374380895c76062638605a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3e8bcf671d314fe2b8448058b4aad4de"
       ],
       "layout": "IPY_MODEL_fa185cb768fb43f48cbf950190342e85"
      }
     },
     "7db3228130e641e4938dd3c0e951f2e8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7db3dbd24bc44061973d8c124a21afe9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7dbd8231416246c498d9a4de46bfa286": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_8ca192fb53fb450aa1a28350503e3b75",
        "IPY_MODEL_cec6bc1d89034c99bcab8521715390dd",
        "IPY_MODEL_cad7be4b23684e128cbdafb35d17b77c",
        "IPY_MODEL_8ed5bfb7ebc14d6cbf7c8e7d9c0f73fb",
        "IPY_MODEL_d3376cb114454547a05dae26d0408f0a",
        "IPY_MODEL_6138982b01ba49cca7ebadc69aba8553"
       ],
       "layout": "IPY_MODEL_963fc647d0e449668b4d2a6c86dc96ef"
      }
     },
     "7dd9045309484776bfa9b1a25f564e88": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7e1738c2ddee45098482fa4a70afe75d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7e19a63667444240a1efe61953dbaf83": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "7e22fb2713554c8b808c7f5add1490eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "7e27b2910a1140b88125bccb431776dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7e2ab1a2d4204ec2a65507236a3ae0ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "7e32c92c5f52442ca58ca63d40e056c2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7e34ae5820804ab3929215e7e5d43feb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "7e4e618ce6054a04a450693f549e2ae3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_55094ad4e9844b60a003d485fd1dfd4e",
       "style": "IPY_MODEL_2c9086c6231a4e328b0ed81e7838fce1",
       "value": "Model name:"
      }
     },
     "7e4ef6bde6a045a9aef0a0b2a72368fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ae7706fabf7343f888fc15758ff89950",
       "style": "IPY_MODEL_46e340560a354037aba37e35b79af4f5",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "7e87bff949ad44d4a783b7fe6dced51f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR",
        "SMD",
        "RSMD",
        "Odds Ratio"
       ],
       "index": 0,
       "layout": "IPY_MODEL_c0075015fe294f649b8af2cb2cabd2c1",
       "style": "IPY_MODEL_f3c050dadfb745b78e5c6a3285971d2f"
      }
     },
     "7e8e2540018e4a3781408878f7a21b33": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7e94a4e8bcac45ef80c61063bb90f9fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_271d5599998b41afa0c25564df0d63be",
        "IPY_MODEL_c7d476fc8d01406d86522eff73bade35"
       ],
       "layout": "IPY_MODEL_7f2d921c751b4474b0cca6882c00cae2"
      }
     },
     "7e9faa69c0a74f129b1a01c493884a87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7ea74708cdda4f209a131f76df062765": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_2acea56020ab436cabb4ad9d4ec8ed1d",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_62cac96edb254f9a951b863506af5a76",
       "value": 0.0001
      }
     },
     "7eb277fc1a824ef3a760e877743b4407": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_94e9f52ce1c84ec58c49bc3f92d44ee2"
       ],
       "layout": "IPY_MODEL_187ef72dea3d4dc68ad2172eb2057b17"
      }
     },
     "7eb49da691f34d599b9b6c86ddfe3a32": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7ecb493cb3ac43228e9f9ca5d87d934b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7ed4142fa360433e8d152a6a9eb79fb4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "7edd8d5c8d584580b33d03e46f6609b8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7eeb09b11ef24ffea74bf7b10d5d11c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7eec249cd8cd4e42b552810f5d51d131": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0c5c315c2fbd47fcb0bd263f9b712065",
       "style": "IPY_MODEL_bae161ff0ca44c938871648c13479b9a",
       "value": "Max_rounds:"
      }
     },
     "7efaa5efb515469ab1b2b5e30b067be2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7f0cd49c01934f8f99bf15b9a8d62c0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8dd2c14ad93e4f52aeab9b3e3e861624",
        "IPY_MODEL_62850b1002b74123802ac602bda63589",
        "IPY_MODEL_a4daec0a0e4c4d068fbc6589d00f6fbc"
       ],
       "layout": "IPY_MODEL_b3971ee86356458ea263ee8a0282cdc1"
      }
     },
     "7f109a179a5443139906895059617acc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "7f153b796c6f4e8e84afdfa251e4c07d": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_35447bc394eb4b54b588875491f98edb",
       "outputs": [
        {
         "data": {
          "text/html": "<p class=\"notification info\">Default Data Preparation Done</p>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "7f232a1fb67e463888edbb967b926a7e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7f2d921c751b4474b0cca6882c00cae2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "7f3b1de7de4a42caaa8e520d7a757a7c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7f3d01dc40ac404d959cb50a4cb4e309": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "7f4755ae383f4e39bb31453357c5efc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "7f511ad761614281953a81587be2250c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "ADD",
       "layout": "IPY_MODEL_6c3950407afc40508e0ab1ca56306cbd",
       "style": "IPY_MODEL_8bf2337b4a7d4211b8d48b8b30f3c60a"
      }
     },
     "7f52731af5a649189c174751b40c92ce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "50%"
      }
     },
     "7f588246b05c4cf3930c1957c58baf99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "IntProgressModel",
      "state": {
       "_dom_classes": [
        "progress-train"
       ],
       "description": "Training GAM:",
       "layout": "IPY_MODEL_c959916dfc604a3aa375776bf5c3333c",
       "max": 1,
       "style": "IPY_MODEL_e5d5bd5392ca49609e18b9169690fc44",
       "value": 1
      }
     },
     "7f59dfb9c7b04f7e97a34ff45e7af12f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_1d4293d3db12452685dcf59f461ddb10",
       "style": "IPY_MODEL_3d7387313f64446a8e6aa1cb4b93fcbd"
      }
     },
     "7f6034c5543949e48b48aecf06ee0aa0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "7f63ecf58fdd4379a13d104ffb37407c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7f670cd961ac4ee5a44e3ce4e3f4baea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7f699dbf12a54467a47ab040a220ee04": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a901e2b18d234b0caa99d863da448144",
       "style": "IPY_MODEL_249f4aa35e234162a16cbcb65c8e5080",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "7f6fbe7b1ab4419c9a52946c9e796b92": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7f7074ba6f28413c9857615db9ee71a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_a260a3cf85a34978b3c0b0952203e842"
      }
     },
     "7f728219f3324ba481603d354d7fcdca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "7f83a6e2d4d747e7b554ad8b404a98f5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7f85172308d54f939e124388c9c08da1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7f86b71d0c254c5aafb2b2f0c6cfc7a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "7fb3f33b920248b29046f8f5f4a8f0b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7fc1eda32ee141f0bfd1e15dbdf5eab1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7fcc53d51e0e43579f45dfb2bb5fcb8c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d6461801e92f40a2b768bdac8f224103",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_c3733d84edbd4ad1983b3a3e66956c80"
      }
     },
     "7fdf0bcf84b74b19ada7f689e4253f56": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7fe2c24129af4266a89789b009c83cb6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7ff0b349bf7a44aabdde55120336e871": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_916d85f1e69f4c07b6f56acb9ef6e9de",
       "style": "IPY_MODEL_06db83c491ae4798897452fd42158308",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "7ff747ab51344eb6936ca32e06ed5976": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "7ff941407e3b47f9b51d1cf0c9d672f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Original Scale",
       "disabled": true,
       "indent": false,
       "layout": "IPY_MODEL_032fde27f46944878aed33a0de10434b",
       "style": "IPY_MODEL_7d9fce55b5f6432eb17ff6712ed91829",
       "value": true
      }
     },
     "8027de69fcda4c1aa54a61ad3a87974f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "803077f2a6f34fae88e766cce0a0b7b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "80366c667a8c4f49b0cc1df59f28ef61": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "803ec36efc3849d18e280ae51181f6cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e28c0d0b8d844bc19463058d6dedbb22",
       "style": "IPY_MODEL_24b94d8f0c224a829886dd7fae1ab052",
       "value": "Feature_increasing:"
      }
     },
     "8040ad1aa00f4fe09483effa987f844e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "80484217e3b24a038f6309835e7c540c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "804d14ff3c644e928a8530a616c943f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "80564b5496874d48bd9a541c472b4f6c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8059bc7c0223495780159f3bc7bfeef7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "80704965aa664d678b5ffbbd14d00bbd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8085b21e28594f62af3d0afd1f15edb0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "808c4d1cb6f745f3bd2ccbb0c5f75256": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_18dea18b3db54d889332c88726fbb7aa",
       "style": "IPY_MODEL_17ebd87880d94e9c8a370fab1427d890",
       "value": "<div class='divider'></div>"
      }
     },
     "80b28d56837f459080fb99e25d33164c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "80bbac3fbfb940e58f2cfafb8e17c930": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9a40b9a461784ce3a344e220da3cabef",
       "style": "IPY_MODEL_c65dc5ef4a2e409392c8e7c8d071733a",
       "value": "Feature_decreasing:"
      }
     },
     "80bc626c21414ac08af5154fb83f2248": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "80cedb27f09a4b4bbfba1eb3a4eeca89": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_eec92e26a0bc450aa67a7138f7513b10",
       "style": "IPY_MODEL_27da888151824628a9deef0509778c1d",
       "value": "<p class=\"notification info\">Excluded attribute \"Minority\"</p>"
      }
     },
     "80d0ee692ae6419c867a3885d4fee30f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "80d1c6275cce42df8165bc866a76c9ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "80de5dcd08aa45f1b835afad8c2b113a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_12dfd09339424ba4bfdd5c693cc9da0e",
       "style": "IPY_MODEL_35173b694b25400fb9d9fdcf961eef99",
       "value": "Dropout_rate:"
      }
     },
     "8101a2a902fe47929a9edc5a6939fe81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_3badf67d15d74f46bb692a489d8fcfec",
       "placeholder": "Input name",
       "style": "IPY_MODEL_1b93213dcd0a4d4eb0d6a5933f2edcc2",
       "value": "GLM"
      }
     },
     "81072f5ac7fd4eef94e5b6aa76dec431": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "81150cac344e42a38e05d9a693232914": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_59948d5beb34438a8f27385aa532de1b"
       ],
       "layout": "IPY_MODEL_e339a88236574f26a6eb89960999cd0b"
      }
     },
     "811576fa771c429e91444f8c820934ce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "811b9dcbc34a46839b61c75fe4a9e20a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "8123211401024a9190dd3f4c7c85c227": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_622ea4153ac54c43b101c9abbd1f129b",
       "style": "IPY_MODEL_07b0ff4dcb324be7b665f8885e33cda4",
       "value": "Feature_decreasing:"
      }
     },
     "8130192f60ec4a88add6fb4e56943e79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8145341de3854e88987177075ea9f155": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_16c7bfb0d1524527b00df7d4c36c0101",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "79b59aa4ec6e482199bdf82da859d70f",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>No group selected</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "814586f2bc5441c7b2fe41585a87324c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_62e83e807f304477a6c3ccc44df7d5b5",
       "style": "IPY_MODEL_b11f8839054941e5a283a935c745c5a8",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "81574509c74b41f2ae761937eb03cd37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7c57286203aa4ff695949149c83e0dfd",
        "IPY_MODEL_d11fc3caa436436f96b5efcebbf0f365",
        "IPY_MODEL_b0abc84e6dc44333a791d3c76959ea09",
        "IPY_MODEL_d452542cce124c8a826c7e755221e2cb",
        "IPY_MODEL_06d49bfc4c4342649626493bdfeb0043"
       ],
       "layout": "IPY_MODEL_d1cb355c878d4275a55761562e82e46f"
      }
     },
     "815f73f65e9f40f7ba77f2bcae47d4e1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "817ea580b5bc4272bb743fed971c6719": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8181d3d5e68540418a708f714f5e2825": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8187f212ca634ed395a74957bf76783a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "818808c4231d451282c89a62ea29d900": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "818af7da7b284fd6ab6820d54c7f6986": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "81920d7195924546b050eb974a92ecb1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "81a8040dd54e4827afe6b059f5c888d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_59483c52d31849a3a70398d1a28995ec",
        "IPY_MODEL_cd1f2bf9c3084cfe97fbbd3f29008350"
       ],
       "layout": "IPY_MODEL_5d7e58f851994c8983823c65cd901f97"
      }
     },
     "81a974d3f4674360a9cc460771aa5d3e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c49d8ec7f9084a2caf486751c4dbb6f5",
       "style": "IPY_MODEL_58d3773587774958b4465a6fb3375257",
       "value": "Add Category:"
      }
     },
     "81b62014eb8c4c59a442f37c0fed23eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "81c67aac85c146f78604ff7b078872bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "81cdfc31c9334ec2b245a686d25d1730": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "81cfb326c86849e5a7f48f1ab95382ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "81d9939f0aca429d939ed7ffc561277e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "81dd6b8ed43a494bbf846bb246dd34a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "81df663230734a9d93ca7b6ccaa0db88": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ba152fe8048e48a191925a84fcb4a679",
       "style": "IPY_MODEL_b4b896c11f52484fbad70e21cc1a5903",
       "value": "Feature_increasing:"
      }
     },
     "81e470ad29744b0793db67d9ef77ee16": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "81f797bd49df4a3291f16bf7ed59315d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f2143ab9657c491d9176304bd6d9eecb",
       "style": "IPY_MODEL_65235e62361b4291a632bf349ce4f901",
       "value": "n_interactions:"
      }
     },
     "81ff2c4b65174af7a9fa7a17244b45d6": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a3602260b3b3421a92058a76f81b8773",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "4efe8245b63f4aea85e3c50bf4c035b4",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Box(children=(VBox(children=(HBox(children=(VBox(children=(HTML(value='Metric:'),), layout=Layout(overflow='vi…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "8206f76fbaaa44eab16b6f56778d5a5e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "821ccc8adb0c4516a562d30d511c4869": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "821e60a7fd7e475499f6e4cd10ee92eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "8220d433d24b4679ba144cccba260f8c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "822b019ede05413796741ad750683b57": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fb69d14a3d524a70b44ff28ff52028bd"
       ],
       "layout": "IPY_MODEL_f3b31508c70a47cba4c1002c94fc69dc"
      }
     },
     "82419e60b7234c578d789525875d3eed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "flex-end",
       "width": "auto"
      }
     },
     "82581a56946a450f99308540b44ac2b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b16e2fdb31d941779566ac89903b58dd",
       "style": "IPY_MODEL_3247bdddb7f7458ba0382084fb4751ba",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "825ec199ae754ea08750e0e0f27fc922": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "827737a0393b47f7a8de0ba1787a7dc4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "82834fce4c9f452aa587c426d1dccfe8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8292611b49e7435ab48ae553fe57cfea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "50%"
      }
     },
     "8293ce99a9774b568e995caa154da303": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "index": 1,
       "layout": "IPY_MODEL_04d11889126c427099f0fae03772f770",
       "style": "IPY_MODEL_4dc5fb8fb3454f1a8d99f8fce4900b90"
      }
     },
     "8298fb48f82e49e7a667344685b87ab9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2ccc70f804b141218a5067a2653c3cd3",
        "IPY_MODEL_72e2e5b6552849ebbe1980f22a9413ce"
       ],
       "layout": "IPY_MODEL_a8e03fdcbf944c51a1f1938729dc0458"
      }
     },
     "82a2b2736da04e5187b0cf8d32d4500f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_69810afeb02242e1bfacaea84d13f4c2"
       ],
       "layout": "IPY_MODEL_ae1b0af9864c45898cce22c81ddebdfe"
      }
     },
     "82cf2199b5dc4082b0414adc4dc61087": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f39e76151ef24f75b67a0f3fcb9b0f17",
       "style": "IPY_MODEL_f3f2bdcf574f44a0a427b64470c12d23",
       "value": "reg_alpha:"
      }
     },
     "82e41173308b4672b793babaa525698c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "82eb1054563642b492b8e9804091f40e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8305537909264bdf86fc391570c27816": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_261e57d9ac4d4ffeb43e90f74a659b35",
        "IPY_MODEL_af47fe5d5e2a4ffbba51b9e9afa6b33d"
       ],
       "layout": "IPY_MODEL_4109c344d4d642d98a704c0bd0b0bcc8"
      }
     },
     "8309b2e03de7409da5fd8d62a72580d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "830a552c6d514b29a8a96d085af8d95e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7eb277fc1a824ef3a760e877743b4407",
        "IPY_MODEL_8abbf53a09be47dd83b38ecf5477e4bb",
        "IPY_MODEL_9dfe7dd618fa490d95d6455f74e9e52f",
        "IPY_MODEL_7314b96cb16c40b89d0231d9918da6a9",
        "IPY_MODEL_877be6130fcd4aefaf0ed488052f0b9a",
        "IPY_MODEL_dac0bbdaab694859844e2966a53ac634",
        "IPY_MODEL_ab294c6c1b5644429537474971e0e291"
       ],
       "layout": "IPY_MODEL_76c8f6d17f7d4591b5c94d8d342b4da4"
      }
     },
     "8314f7925f0049dfaacc9241b3ade23b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8316d40b4dc74756aece7a0fab183086": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "831876c72d674a2d91a5d169a6e49192": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "831f1df3a5184c7c921d775876a32003": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8328017b3ca347e694a3c115e69df52f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_e1457b0a47f64f8392c2211a189c7b85",
       "max": 1,
       "step": 0.01,
       "style": "IPY_MODEL_9d1de86c2a584519bc705c918977bf72",
       "value": 0.2
      }
     },
     "832d9a004aa04e28a1e0dbadc629cf5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8339abc6bc3547258b08317335ffe5e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d5bcc09237f64082895f2064e2d29722",
       "style": "IPY_MODEL_eb51a61e5f204ef0ad5591ee228e42a0",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "833dce454341461d96ad4163d085512a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "83501d54cb9744acb41123cce5ec39f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_068dc6cc1f3d48da8624629ff72ac23e",
       "style": "IPY_MODEL_fa7464822299458cb593fb7e152a2309",
       "value": "Loading..."
      }
     },
     "835450a481d844388b5b54d29af1860d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "83547385c9ec4432b3897258f7f13138": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_959906c9fec6409d950d909b426512dc",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_6ccc3abc748f4212abbaadccd3585471",
       "value": 500
      }
     },
     "8361d5a7af574d82bd3536665dd309bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8374186fe4cc46dbab835f2733899df9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4ab53e8362b04f69a366a4d22bf7c65a",
       "style": "IPY_MODEL_8e06d0c87c1e45f492084c88eb083c74",
       "value": "Model name:"
      }
     },
     "8378d8ba0f5a4f4693e0f0de792ce2dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bdd101eb98f94b898b6a9ebd14781412",
       "style": "IPY_MODEL_304912b02cd04d669bd82aad13669371",
       "value": "Max_bins:"
      }
     },
     "838342c3fcb24fe3b5218e3af1b02df0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_24789a2688bb464a87cc4bb1151d0ff3",
       "placeholder": "Input name",
       "style": "IPY_MODEL_3df5e8ca11df47ad93a88e3c9c0aeb40",
       "value": "GAMI-Net"
      }
     },
     "83863791cdd041fdaac9a972b9f604a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8392c245a090468ebfc1e3d981ff16d2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "83b0c5b40d204d21868b24ff19dc847f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "83babe86dfe24dd3916fc0337936088e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "83bc58433d7e469e97413e54ecce46d2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "83d97703d8b34177957196584f3a0e24": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "83ebfda56d634e96834fe5cf4936170b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f576caa0671745158cc8a1130b56d0c3",
       "style": "IPY_MODEL_13d32a58649049328948ee1d7ad7817e",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "83f17869b236456f982907fbbcd5869b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "83f17bbb22324a56a99873a7bffcbfcb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "83f20bf8d9234ab489d257495fcc15ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2efa06f544ee45429c2c4f726bd2e6e2",
       "style": "IPY_MODEL_dafff3b43ab84682b67a96cb188e736e",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "83f2e508bfb549d6a95da98d40134a21": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_317e5a53a0604ffbbacd66e80f3a7c19",
       "style": "IPY_MODEL_fb8f832eab884ca5ac88d5f9db6f15a6",
       "value": "Max_depth:"
      }
     },
     "83f815183b554d2eb5a88b00bab325d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "84013c8ad22c46bc9d2cb694b5de9402": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8ea18c03ca9e43398b75e6b466af0c7b",
       "style": "IPY_MODEL_6e4c56ca2bd3472a8a09ef6d7db2d725",
       "value": "reg_alpha:"
      }
     },
     "8407dba5e78d4d58936a07d50075baa8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_71894a3e488c4415b7b75bf5e06dabc9",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "2ec84d14793b4f03816a0886503b3e31",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(ToggleButtons(options=('Group Setting', 'Metrics', 'Segmented Metrics'), value='Group Setting')…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "84113ddb74dc48cd85fadd19e307911b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "DEL",
       "layout": "IPY_MODEL_223ae065474344c09d7e06259a2cca66",
       "style": "IPY_MODEL_5a708bd92b3e4ab594686dec7d98f57a"
      }
     },
     "841723655a0a4763929181e6d9181682": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "split-btn"
       ],
       "children": [
        "IPY_MODEL_e3ec68ee823c47879e1b607d10223fa6"
       ],
       "layout": "IPY_MODEL_7504be9018014f80ab317597f50ea9cf"
      }
     },
     "841e25564bda4145815008558d7d588d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "841f3a9f0fe446ba9cd65f71fc635ed2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8422d8aa28af40838e018e1a06be9fea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "84414dbbd5c44a1b9741930c5b08e63b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8442bb85ebb74dfda56ca6f637cbb509": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "8446449e210043868069925e7174f475": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "8449cbafd5e34364a8f8d3fa5ec3aa2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Classification",
        "Regression"
       ],
       "index": 0,
       "layout": "IPY_MODEL_38376b2c9bff436b8878e2d9dac03ff6",
       "style": "IPY_MODEL_c9e9ce820f2543f2bf963130a8a5e01b"
      }
     },
     "845f308074f741279c2b0bc1636e129a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "846a641f971c45f8bc88d770b9f4ac05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "846dde11da4c4cc0a0a41d3611a1da6b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "849219198c9a45288389946c47a79a0c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ecd91008f4ef4be386c9bbad51f1b912",
        "IPY_MODEL_899b0171954b46cfa5db6fe940f138cf"
       ],
       "layout": "IPY_MODEL_a90336f89daa45688f254ac58c231ae3"
      }
     },
     "8496f4eb0c1b42eb94c5919b92045b55": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "84b47ee1c51441439ad9def3c8022259": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_1eb32e34e7e44337a423d9388fc80c44",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_b5393186c90541d99c0c6e4d1887b032"
      }
     },
     "84b6bc1c0b9b4adba61991e9e08a6510": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ad4157dddfdf4395984b4baa4dbb9303",
        "IPY_MODEL_41af32b674c44a7fbb1e0bb63971c0f0",
        "IPY_MODEL_17559b7ac98f4e1e8cf85f4dbeea4757",
        "IPY_MODEL_db98263b0ccc4b17b6a7814c6e119773",
        "IPY_MODEL_cfe7d90d61ee44498ffab4c5e357f15e",
        "IPY_MODEL_5826a641d96944ceb4eedcd60191af58",
        "IPY_MODEL_8ba16809db874366a1b92c2dd4328a07",
        "IPY_MODEL_0d348ab7cffd46e9b1997f4eccffd22d",
        "IPY_MODEL_ff02ccc100e1487daac7c0ad59ad3526"
       ],
       "layout": "IPY_MODEL_cd8fbbed2d984ce4b2c60c63049ae55d"
      }
     },
     "84ba9bae52c34ee491ea4c05ef3d744e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4a0a4f6196dc4019b11ea92b925c6c5d",
       "style": "IPY_MODEL_c6850dc40c7742908703c36736e60462",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "84ca2ba189ef4299904eb715c131ede7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "84e398cc47e34660b29ac1b218e4a792": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bf61b95654c84a77bec68a748d3cfdca",
       "style": "IPY_MODEL_76fd6acda8c340a18751a861265ceb98",
       "value": "Smoothness:"
      }
     },
     "84e3fc4a80564f5fbaa30f6d2c5f241d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "84e8fb13a1cc4bf9bfc33d7a1998e0a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "85047ba6607845ba9164f89689b402ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "85070b77e4044d199743bf0ab305df6a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "850ed583e6cf4a4d937930992d518213": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6ff184ae43d4453e854f548b30aa69c4",
       "style": "IPY_MODEL_4c3fca5f85da478981429701ab0dd297"
      }
     },
     "8515dce3e98a4822b9c8a4005c7de7bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8524884bec484fc282753ca18cd43712": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "85297b1184a5437fa91a33390d299c21": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_7610e3fdc255449ca2cd6499dcccc2f7",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_72c82858512f433d822c8564c3dc635f",
       "value": 100
      }
     },
     "853296c8c5954f86925515f8a8c40fc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5195051b1aca44beb881cd6011fa70b7",
        "IPY_MODEL_2174af487028474fa2a35c403a283080"
       ],
       "layout": "IPY_MODEL_c37924d6997746d99fbfd3d4d389606e"
      }
     },
     "854bbbfcb822486cb14f0e6155621fec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "8563f3f42ceb4d4fb8cb4bafd4f5fc43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "856e560699414e92b3c6deb6b77a66b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "857335fceb1e451f9cb0d3e8298cb06d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "85861d154232438b84c2ffa5ca509f62": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d21576fea9a549b48048e15a8f278cf6",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "bf8f02a9a8634b709439cdd59222465c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Register XGB2 Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "8586febbff7842c3b2e1190f38fd021d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "85a3376b648d4a4baf3af0860944e091": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_15bcd752897144e4bdf19434178d7a74",
        "IPY_MODEL_3362a70219ff4315a9bb1c9181b62891"
       ],
       "layout": "IPY_MODEL_c54e793f7d3441a282107ebaafe1ade6"
      }
     },
     "85a48d1a01ec4eefae51b6c84dc00c95": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d572f9d08d4b496b8d2318863e5c8333",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_cba9957864e543d4b175143a526c0627"
      }
     },
     "85af0b3069cd49258dfbc3b32855463e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "85b21f850bf24279b1c066701d2f32ae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4ba57e16e95540bb848974631083ae04",
       "style": "IPY_MODEL_75c27cacda3d4f849b403e99bf253ced",
       "value": "<h4>Univariate:</h4>"
      }
     },
     "85ccb56b49524e2d9f455c5a3e9042ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "85dd45f68ff94f5ea06964b014b88cc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "85f6c103af9244ca817c689bc23e15df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c6ff83df69d7482cb045ac1252f8af11",
        "IPY_MODEL_c4c92d5847a64efab32e86b10d24a0b5",
        "IPY_MODEL_6c1a19c0ebc340719e1a5e628afc95d1",
        "IPY_MODEL_6c17a3f5bab940caaa271a4e898fe4b1",
        "IPY_MODEL_0c17e1473ea2408b809eb0b797bc8f31"
       ],
       "layout": "IPY_MODEL_4d3b29239b9248c7b552fc266b0258ca"
      }
     },
     "8613d7d0832545baa101d8100755008d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8620496ba38f4209be27b4637e117517": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8647b875d6a54615ba9d2115cef5078c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_93b20f5df90440f6b0636b3ee59a72d7",
        "IPY_MODEL_c693917a37164a8ab745b85f5a99ed52"
       ],
       "layout": "IPY_MODEL_a1d8ed35ad6646cdbca399e2fe094dbe"
      }
     },
     "865fa54ead344f5ca8ef49827b70a80f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8689fb24973a4091ac7000bfd4bddb9d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "868e9ba0abb44b9897e2697b331025eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6c67a03e858d4e8e9c9e899cb2b30dea",
       "max": 10000,
       "style": "IPY_MODEL_169c144f02be48f3b493d7a55f06ff66"
      }
     },
     "8694b5ff40ef4859b50c410c5f11ae0d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8695329fb4254f308861cec522196dd4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "869cbf5d62e3413e8f95d0ee0cd60f39": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6838cfcfb424437689cea4df750ee3f0",
        "IPY_MODEL_b4ee9376ab2f4cee90bf8b71ef2a7cc7"
       ],
       "layout": "IPY_MODEL_9060a9cd776a4ba8918aabc8961947c0"
      }
     },
     "86bc1242f2bc4ccf885ceda295cec1a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4c1a34be5e9648b29ed7b52db0f373c7",
       "style": "IPY_MODEL_6b6a4ac3689e4d538adbcffdee0d6e77",
       "value": "<p>Sample Weight:</p>"
      }
     },
     "86c0007e055a4eab8f612d7d837a4e05": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "86c22c6200b347bea1810fb25e62399e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "86c5932430de4772924207fa90286904": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_a2ae05fae1ab4fdfac8ce80bae2d5838",
       "style": "IPY_MODEL_3292160c2a11479a9b987ba7a99a11bf"
      }
     },
     "86c5a779598440ea88fdfae9cb024bd0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "86c72bd003b64d75afdab797cd391920": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4543e4d46c494f65b6fb6a7014c0156e",
       "style": "IPY_MODEL_f2108e119c74484d93218afda57fd6d9",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "86ceadebf5c2480b965a5a803c308ca8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e8743c39f1e94f71856ef001a2b69675",
       "style": "IPY_MODEL_4f91945e34de48fbae6045b4bfdcdbb6",
       "value": "gamma:"
      }
     },
     "86d80df099994451bda175dc6cc3e483": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "86ddc0109f2542dbabc6df543217e35b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "86e4e623f3b44cf88bfaa3eb21b7feee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6e9fb07005484fb6a3793626a2f4bd9b",
        "IPY_MODEL_5333507a53624bfa9f91f047f79d3828"
       ],
       "layout": "IPY_MODEL_8a982ac389984c849ae3953ca49f825f"
      }
     },
     "86ea99be51f64dfc8c0a97bcaab67c64": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "86ef3097ef134baa93088a41a05aec52": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "86f0e4a6fa9c41a4aa08e38c25b8b2f8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "86f64e45362a4f6c8488874667ae51a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_8b7013dd49a741819e471ec3d12b8f2d",
       "style": "IPY_MODEL_942bca027d9e4ea8879cef27d2c298e1"
      }
     },
     "86f6d39b4ba54765a665672e91f759d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_02a6213e244f437a8e3cca1f4d7236f3",
       "style": "IPY_MODEL_3e4d7bb2e7e34708b030f4be7a8cab2e",
       "value": "<div class='divider'></div>"
      }
     },
     "870f8c17e6a14ab5a72f7a372a33349a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8712fcd5b229483ca6f5fa7dccf7db03": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8716d74d79b0485a82da12ac6bb99b47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8723a58450624ed0a344ca854fbb8e7b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card-with-tab"
       ],
       "children": [
        "IPY_MODEL_9202763431b047cc819ab04045cf05a4",
        "IPY_MODEL_ca143db458024d4487b85545b7df0a44",
        "IPY_MODEL_d525d292db88420887633fb32dac3b02"
       ],
       "layout": "IPY_MODEL_eff65f24c8b04a0a9da08bb2094b6098"
      }
     },
     "872697f1c7a6438e9d6c7463df734be8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8728b4b8008b42b8a9d6e131bc67b080": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "872c2677de974fb1a26610beac9cd31c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_0bbd0a5eeb484c7b880a74ef7b715d23",
       "style": "IPY_MODEL_3ded1a5d899848ecb82b59551b6e6a1a",
       "value": "0.5"
      }
     },
     "873820ebbdc74ec2a3d42282c0aee603": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "8738981277eb42dfb9e9f755695c6976": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "87509d8c921f486dbaa858f96a60fcc0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_f09209b86af044ecb14c5122e084e0b1",
       "max": 100000,
       "style": "IPY_MODEL_e5c6f76735d943b4ab6e71c4f81343bf",
       "value": 5000
      }
     },
     "876e652f7861461ab8fc6b3496972701": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "877be6130fcd4aefaf0ed488052f0b9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5d88e7d369ba4f03a23f2cd92b86bab4",
       "style": "IPY_MODEL_c9c608dc141e4ea6b8e4c6692a853ad6",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "879d2cac9a814be3a491791a34ffda82": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_194cc316c3c947089c9d0d3f98f38153",
       "outputs": [
        {
         "data": {
          "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbAAAAGwCAYAAADITjAqAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8li6FKAAAgAElEQVR4nO3dfbxldV33/9d7JrlRMQEVETT5Gd1gJIQwGlbe4QMof3Ppw66LmxALmywpvcwSr7rs9rqy7Oa6NFOPaZpJShZKhqHiXYXgDGkMaASCJswoPxF1TFNxPr8/9jq6OZw5a+8965y91pzX8/HYj7P2utn7s9ec2e/z+a61105VIUnS0GyYdwGSJM3CAJMkDZIBJkkaJANMkjRIBpgkaZAMMEnSIBlgkqRBMsAkSYNkgEmSBskAkyQNkgEmSSLJa5PcluTaPSxPkpcmuTHJNUl+YGzZqUmub5ZdsFY1G2CSJIDXAaeusPw04OjmtgV4BUCSjcDLm+XHAGcmOWZVK20YYJIkquoDwOdWWGUz8Oc1ciVw3ySHAycBN1bVTVX1NeBNzbqrzgCTJE3iCOBTY/dvaebtaf6q+7a1eJIl/P4WSfuidPpoF6az98qczc8wGvZbtFBVC9M+zDLzaoX5q24eAQYXdvvvvKrOKmpAmZtv/i4Np2bIIPfx0GoeWr0jw6m56/zqUhNW0wbWUrcADx67fySwA9hvD/NXnUOIktRH2dDdrRuXAE9vzkZ8FPCFqtoJbAWOTnJUkv2AM5p1V918OjBJUou17S+S/CXwWOB+SW4Bfg24B0BVvRK4FDgduBH4MvCTzbI7k5wPXAZsBF5bVdetRc0GmCSJqjqzZXkBz97DsksZBdyaMsAkqY+6G/rbZxlgktRHBlirqfdQkudMMk+SpNU0S8Sfu8y8Z+xlHZKkcf07C7F3Jh5CTHImcBZwVJLxUyQPAm7vujBJWt/23eDpyjTHwK4AdgL3A/5gbP4u4Joui5Ikqc3EAVZVnwQ+CTx69cqRJAH79NBfV6Y+CzHJU4HfBR7A6NopYfQRgft0XJskrV8GWKtZTqP/PeDJVfWxrouRJGlSswTYZwwvSVptdmBtZgmwbUneDLwV+OrizKr6m86qkiSpxSwBdh9GF3J80ti8AgwwSeqKx8BaTR1gVfWTq1GIJGmMAdZqlktJfVeSy5Nc29z//iS/2n1pkiTt2SwR/2rghcDXAarqGkZfYCZJ6syGDm/7plmOgd2zqj6U3OXrs+/sqB5JEjiEOIFZ9tBnkzyM0YkbJHkao0tMSZK0ZmbpwJ4NLADfk+RW4GbgJzqtSpLWOzuwVrOchXgT8MQk9wI2VNWu7suSpHXOAGs1y7UQ7ws8HXgo8G2Lx8Kq6hc6rUySpBXMMoR4KXAlsB3Y3W05kqQRO7A2swTYAVX1vM4rkSR9i0OIrWbZQ29I8tNJDk9yyOKt88okSVrBLAH2NeAlwAeBq5vbtpU2SLIlybYk2xYWFmZ4SklaZ7Khu9s+KlU13QbJx4FNVfXZGZ+zuDDta/XFWUUx3T6ap7C4b4dTM2SQ+3hoNQ+t3pHh1Azp9o3tb7+7uxf/5OsH9KY7uVmi+TpGV6OXJGluZjmJ4xvAR5K8l7t+H5in0UtSV/bhob+uzBJgb21ukqTVYoC1muVKHK9fjUIkSZrGLFfi2M7dj6x+gdGZiL9dVbd3UZgkrWt2YK1mGUJ8B6PjYBc2988AwijEXgc8uZPKJGldM8DazBJgJ1fVyWP3tyf5p6o6OYlXpZckrYlZIv7eSTYt3klyEnDv5q5fbClJXfCDzK1m6cCeCbw2yWJo7QKe2Xy9yu90VpkkrWf7cPB0ZZazELcCxyb5dkZX8vj82OKLOqtMkqQVTB3xSQ5L8hrgTVX1+STHJDlvFWqTpHVsQ4e3fdMsr+x1wGXAg5r7/wY8t6uCJEl4DGwCs7yy+1XVRTRfZllVdzI6rV6SpDUzy0kc/5HkUJoPMyd5FKPPgEmSurIPd05dmSXAngdcAjwsyT8B9wee1mlVkrTurW2AJTkV+L/ARuBPq+rFS5b/EnB2c/fbgO8F7l9Vn0vyCUZnpH8DuLOqHrkWNU+8h5KcmOSBVfXPwI8A/4PR1ejfCdyySvVJklZZko3Ay4HTgGOAM5McM75OVb2kqo6rquOAFwLvr6rPja3yuGb5moQXTBfxr2L0bcwAPwj8CqMXfAfg1yxLUpfW9iSOk4Abq+qmqvoa8CZg8wrrnwn8ZQevcq9ME2Abx9L2vwELVfXXVfU/ge/svjRJWsfWNsCOAD41dv+WZt7dy0ruCZwK/PXY7ALemeTqJFtmfMVTmyrAkiweM3sC8J6xZbMcS5MkrYEkW5JsG7stDZkss9nSbx1Z9GTgn5YMH55cVT/AaAjy2Ul+uIOyW00TPH8JvD/JZ4GvAP8AkOQ78SxESepWh2chVtUCKx/quQV48Nj9I4Ede1j3DJYMH1bVjubnbUkuZjQk+YGZC57QxAFWVf8ryeXA4cA7q2oxnTcAP78axUnS+rWmZyFuBY5OchRwK6OQOmvpSs0lBH8E+ImxefcCNlTVrmb6ScBvrkXRUw39VdWVy8z7t+7KkSSttaq6M8n5jK6ytBF4bVVdl+RZzfJXNqs+hVED8x9jmx8GXJwERplyYVX9/VrUnW81UmumuHC54daeOquoPQ4F90++OZQ9nJohg9zHQ6t5aPWODKdmSLdvbO85pbsX//h3DehNd3J+1FuSNEiePShJfeSlpFrNJ8DOGtKwwPhwxpAMq+Yh7uOh1Ty0ekeGWHNXDLA2cwmwwY3FD+yYHQC3XzXfOqZx6Kbh1QvwuavnW8c0DjmBq24dzj7edMRoH9/xn3fMuZLJHXzAwfMuYd1xCFGS+sghxFYGmCT1kQHWyj0kSRokOzBJ6iM7sFYGmCT1kgHWxj0kSRokOzBJ6iOHEFsZYJLURwZYK/eQJGmQ7MAkqZfsL9oYYJLURw4htnIPSZIGyQ5MkvrIDqyVASZJvWSAtXEPSZIGyQ5MkvrIIcRWBpgk9ZEB1so9JEkaJDswSeojO7BWBpgk9ZIB1sY9JEkaJDswSeojhxBbdbKHkpzSxeNIkhrZ0N1tH9XVK3tNR48jSdJEJh5CTHLJnhYBh3ZTjiRpZN/tnLoyzTGwHwJ+AvjSkvkBTuqsIknSPj3015Vp9tCVwJer6v1Lbu8Drl9pwyRbkmxLsm1hYWFv6pUkCZiiA6uq0wCSHFNVH12y+EUt2y4AC9+8S01VpCStO3ZgrWbZQxcleUFGDkzyMuB3ui5MktY1z0JsNcsr2wQ8GLgC2ArsAE7usihJktrM8kHmrwNfAQ4EDgBurqrdnVYlSevevts5dWWWPbSVUYCdCDwGODPJWzqtSpKkFrN0YOdV1bZm+tPA5iTndFiTJGkfPnbVlakDbCy8xue9oZtyJEmAATYB95AkaZC8Gr0k9ZL9RRv3kCT10Rp/DizJqUmuT3JjkguWWf7YJF9I8pHm9qJJt10tdmCStM4l2Qi8HDgFuAXYmuSSZa669A9V9WMzbts5OzBJ6qO17cBOAm6sqpuq6mvAm4DNE1a6N9vuFQNMknppQ4e3VkcAnxq7f0szb6lHJ/mXJO9I8vApt+2cASZJ+7jxbwRpbluWrrLMZkuvuv7PwHdU1SOAlwFvnWLbVeExMEnqow4/B7bkG0GWcwuja9wuOpLRdW7HH+OLY9OXJvmTJPebZNvVYoBJUh+t7QeZtwJHJzkKuBU4AzjrLuUkDwQ+U1WV5CRGI3i3A59v23a1GGCStM5V1Z1JzgcuAzYCr62q65I8q1n+SuBpwM8muZPR9XDPqKoClt12Leo2wCSpj9b4UlJVdSlw6ZJ5rxyb/mPgjyfddi0YYJLUS55j18Y9JEkaJDswSeojr0bfygCTpD4ywFq5hyRJg2QHJkm9ZH/RxgCTpD5yCLGVe0iSNEgZfZB6Ta35E0rSGljuorazu/7/dvde+d3P6ba2nnAIUZL6yCHEVnMKsCE1YYHbr5p3EZM7dNPo54UD+oPrrOLqnVfPu4qJnXD4CQBsv237nCuZ3LEPOJYPf/rD8y5jYsc/8PjRxO6vzreQaWzYf94VrDt2YJLUS3ZgbQwwSeojhxBbuYckSYNkByZJfWQH1soAk6ReMsDauIckSYNkByZJfeQQYisDTJL6yABr5R6SJA2SHZgk9ZL9RRv3kCRpkOzAJKmPPAbWygCTpD4ywFq5hyRJg2QHJkl9ZAfWygCTpF4ywNq4hyRJg2QHJkl95BBiKwNMkvrIAGvlHpIkDZIdmCT1kv1FGwNMkvrIIcRWU+2hJPdJ8rBl5n9/dyVJktRu4gBL8l+BfwX+Osl1SU4cW/y6rguTpHUtG7q77aOmeWX/Azihqo4DfhJ4Q5KnNsvSeWWStJ4ZYK2mOQa2sap2AlTVh5I8Dnh7kiOBWpXqJEnag2miedf48a8mzB4LbAYevtKGSbYk2ZZk28LCwkyFStL6sqHD275pmg7sZ4ENSY6pqo8CVNWuJKcCZ6y0YVUtAIvJVTZsktRiHx7668rEe6iq/qWqbgAuSvKCjBwI/CHwc6tWoSRJy5gl4jcBDwauALYCO4CTuyxKkta9NT6JI8mpSa5PcmOSC5ZZfnaSa5rbFUkeMbbsE0m2J/lIkm0d7oUVzfJB5q8DXwEOBA4Abq6q3Z1WJUnr3toNISbZCLwcOAW4Bdia5JLFw0WNm4Efqao7kpzG6LDQprHlj6uqz65Z0cy2h7YyCrATgccAZyZ5S6dVSZLW0knAjVV1U1V9DXgToxP0vqmqrqiqO5q7VwJHrnGNdzNLB3ZeVS22iJ8GNic5p8OaJElrexLHEcCnxu7fwl27q6XOA94xdr+AdyYp4FXNiXurbuoAGwuv8Xlv6KYcSRLQaYAl2QJsGZu1sCRklrsYxbKnizefAT6P0QjcopOrakeSBwDvSvKvVfWBva27jRfzlaR93JKPMi3nFkYn5y06ktEJenfRXPf2T4HTqur2scff0fy8LcnFjIYkVz3A/KCBJPXSmn6QeStwdJKjkuzH6LO9l4yvkOQhwN8A51TVv43Nv1eSgxangScB1870kqdkByZJfbSGx8Cq6s4k5wOXARuB11bVdUme1Sx/JfAi4FDgT5IA3FlVjwQOAy5u5n0bcGFV/f1a1G2ASZKoqkuBS5fMe+XY9DOBZy6z3U3AI5bOXwsGmCT1kZeSamWASVIfGWCt3EOSpEGyA5OkXrK/aGOASVIfOYTYyj0kSRokOzBJ6iM7sFYGmCT1kgHWxj0kSRokOzBJ6iOHEFu5hyRJg2QHJkl9ZAfWygCTpD4ywFq5hyRJg2QHJkm9ZH/RJlW11s+55k8oSWsgnT7arhu6e6886Ohua+uJuXRgNaAMC4Hbr5p3GZM7dBMAV++8es6FTO6Ew0+ACwf0/+us0e/vVbcO5/di0xGb4PPb513G5O57LABv3P7GORcyubOPPXveJaw7DiFKUh95EkcrA0ySeskAa+MekiQNkh2YJPWRQ4itDDBJ6iMDrJV7SJI0SHZgktRL9hdtDDBJ6iOHEFu5hyRJg2QHJkl9ZAfWygCTpD4ywFq5hyRJg2QHJkm9ZH/RxgCTpD5yCLGVe0iSNEh2YJLUR3ZgrQwwSeolA6yNe0iSNEh2YJLURw4htjLAJKmPDLBW7iFJ0iDZgUlSH9mBtTLAJKmXDLA2U+2hJA9M8sBm+v5Jnprk4atTmiRprSQ5Ncn1SW5McsEyy5Pkpc3ya5L8wKTbrpaJAyzJzwAfBK5M8rPA24EfA/4myXmrVJ8krU/Z0N2t7amSjcDLgdOAY4AzkxyzZLXTgKOb2xbgFVNsuyqmGUI8H3g4cCDwSeA7q+rTSQ4G3gu8ZhXqk6T1aW2PgZ0E3FhVNwEkeROwGfjo2DqbgT+vqmLUyNw3yeHAQyfYdlVMs4e+XlVfrqrbgY9X1acBquoOoFbaMMmWJNuSbFtYWNiLciVJq+AI4FNj929p5k2yziTbroppOrDdSe5RVV8HfnRxZpIDaAnCqloAFr55d+W8k6R1r8t3yQ3JFkbDfosWmvflRZmghD2tM8m2q2KaAHsqQJJjqmq8NTwEeH6nVUmSOrOkiVjOLcCDx+4fCeyYcJ39Jth2VUw8hFhV/950XxcleUFzRsqBwAuB31y1CiVpHdpduzu7TWArcHSSo5LsB5wBXLJknUuApzfv/Y8CvlBVOyfcdlXM8jmwTcDvAlcABwFvBE7usihJWu8mDJ6JbMzGFZdX1Z1JzgcuAzYCr62q65I8q1n+SuBS4HTgRuDLwE+utG1nxa9glgD7OvAVRmcjHgDcXNXhnpYkrbmqupRRSI3Pe+XYdAHPnnTbtTDLeZpbGQXYicBjGJ3z/5ZOq5KkdW6NhxAHaZYO7Lyq2tZMfxrYnOScDmuSpHVvXw6erkzdgY2F1/i8N3RTjiRJk/FivpLUQ3Zg7QwwSeohA6yd1+uXJA2SHZgk9ZAdWDsDTJJ6yABr5xCiJGmQ7MAkqYfswNoZYJLUQwZYO4cQJUmDZAcmST1kB9bOAJOkHjLA2jmEKEkaJDswSeohO7B2Bpgk9ZAB1s4hREnSINmBSVIP2YG1M8AkqYcMsHYOIUqSBskOTJJ6yA6sXapqrZ9zzZ9QktZAunywGz53Q2fvlUcfcnSntfXFXDqwGlCGhcDnrp53GZM75AQAtt+2fc6FTO7YBxzLVbdeNe8yJrbpiE2jiQsH9J5wVrF1x9Z5VzGxEx904mjijg/Pt5BpHHz8vCtYdxxClKQecgixnQEmST1kgLXzLERJ0iDZgUlSD9mBtTPAJKmHDLB2DiFKkgbJDkySesgOrJ0dmCRpkOzAJKmH7MDaGWCS1EMGWDuHECVJg2QHJkk9ZAfWzgCTpB4ywNo5hChJGiQ7MEnqITuwdnZgktRDu2t3Z7e9leSQJO9KckPz8+Bl1nlwkvcm+ViS65I8Z2zZrye5NclHmtvpe10UBpgkqd0FwOVVdTRweXN/qTuBX6yq7wUeBTw7yTFjy/+oqo5rbpd2UZRDiJLUQz0bQtwMPLaZfj3wPuAF4ytU1U5gZzO9K8nHgCOAj65WUXZgktRDfRpCBA5rAmoxqB6w0spJHgocD1w1Nvv8JNckee1yQ5CzMMAkaR+XZEuSbWO3Lcus8+4k1y5z2zzlc90b+GvguVX1xWb2K4CHAccx6tL+YC9fEuAQoiT1UpdDiFW1ACy0rPPEPS1L8pkkh1fVziSHA7ftYb17MAqvN1bV34w99mfG1nk18PYpX8Ky7MAkqYd6NoR4CXBuM30u8LalKyQJ8BrgY1X1h0uWHT529ynAtV0UtVcBluR/d1GEJKnXXgyckuQG4JTmPkkelGTxjMKTgXOAxy9zuvzvJdme5BrgccB/76KoiYcQk7x06SzgnGa8k6r6hS4KkiT16yzEqrodeMIy83cApzfT/8goF5bb/pzVqGuaY2BPZXTq5Dv5VpFnAFd3XJMkrXt9CrC+mmYI8XuBzwKnAu+uqtcDu6rq9c20JElrZuIAq6pdVfVc4PeBv0jy/Em3Hz+Fc2FhxRNhJEn07iSOXprlNPr/BB4P/BzwjwBJHltV79vTBktO4ayiZnhaSVo/9uXg6cosAXYR8OfAS4A/S/Iy4JHAo7ssTJKklcxyGv0m4CHAFcCHgB2MTp+UJHXEIcR2s3RgXwe+AhwIHADcXLUP7yFJmoN9OXi6MksHtpVRgJ0IPAY4M8lbOq1KkqQWs3Rg51XVtmb608DmJKvyITVJWq/swNpNHWBj4TU+7w3dlCNJAgNsEl7MV5I0SH6diiT1kB1YOwNMknrIAGvnEKIkaZDswCSph+zA2hlgktRDBlg7hxAlSYNkByZJPWQH1s4Ak6QeMsDaOYQoSRokOzBJ6iE7sHZ2YJKkQbIDk6QesgNrZ4BJUg8ZYO0cQpQkDZIdmCT1kB1YOwNMknrIAGvnEKIkaZDswCSph+zA2qWq1vo51/wJJWkNpMsHe9mHXtbZe+XPn/TzndbWFw4hSpIGaS5DiDWgJiyEq269at5lTGzTEZsA+PCnPzznSiZ3/AOPh89vn3cZk7vvsQBs3bF1zoVM7sQHnQgXDuiP8LNG7xFf/cZX51zI5PbfuH+nj+cQYjuPgUlSDxlg7RxClCQNkh2YJPWQHVg7A0ySesgAa+cQoiRpkOzAJKmH7MDaGWCS1EMGWDuHECVJg2QHJkk91KcOLMkhwJuBhwKfAP5rVd2xzHqfAHYB3wDurKpHTrP9tOzAJKmHdtfuzm4duAC4vKqOBi5v7u/J46rquMXwmmH7iRlgkqQ2m4HXN9OvB/7LGm+/LIcQJamH+jSECBxWVTsBqmpnkgfsYb0C3pmkgFdV1cKU20/FAJOkHuoywJJsAbaMzVoYC5fFdd4NPHCZzX9liqc6uap2NAH1riT/WlUfmL7iyRhgkrSPa8JqoWWdJ+5pWZLPJDm86Z4OB27bw2PsaH7eluRi4CTgA8BE20/LY2CS1EM9O4njEuDcZvpc4G1LV0hyryQHLU4DTwKunXT7WdiBSVIP9ewY2IuBi5KcB/w78OMASR4E/GlVnQ4cBlycBEbZcmFV/f1K2+8tA0yStKKquh14wjLzdwCnN9M3AY+YZvu9ZYBJUg/1rAPrJQNMknrIAGvnSRySpEGyA5OkHrIDa2eASVIPGWDtZh5CTHJUkqcm+Z4uC5IkaRITB1iSt45NbwbeAzwZeFuSZ3RfmiStXz37IHMvTTOE+B1j0y8AHl9VNye5H6PL47+uy8IkSVrJNAFW49tV1c0AVfXZJPtuxEvSHOzLnVNXpjkG9ogkX0yyCzguyQMBkuwHbFxpwyRbkmxLsm1hYcXrSUqScAhxEhN3YFW1ESDJw6vqurFF9wQubNl2/ErIVXdp5iRJmt4sZyG+OckvZ+RA4LcYfdumJKkjdmDtZgmwTcBDgCuArcAO4OQui5Kk9c4AazdLgH0d+ApwIHAAcHPVPryHJEm9NEuAbWUUYCcCjwHOTPKWTquSpHXODqzdLJeSOq+qtjXTnwY2Jzmnw5okad3bl4OnK1N3YGPhNT7vDd2UI0nSZLyYryT1kB1YOwNMknrIAGvnF1pKkgbJDkySesgOrJ0BJkk9ZIC1cwhRkjRIdmCS1EN2YO0MMEnqIQOsnUOIkqRBsgOTpB6yA2tngElSDxlg7RxClCQNkh2YJPWQHVg7A0ySesgAa+cQoiRpkOzAJKmH7MDaGWCS1EMGWDuHECVJg2QHJkk9ZAfWLlW11s+55k8oSWsgXT7YaW88rbP3ynec/Y5Oa+uLOXVgQ8qwcMd/3jHvIiZ28AEHjyZ2f3W+hUxjw/68cfsb513FxM4+9uzRxB0fnm8h0zj4eL76jeH8Tuy/cf/RxIUDet89a0jva/sGhxAlqYccQmxngElSDxlg7TwLUZK0oiSHJHlXkhuanwcvs853J/nI2O2LSZ7bLPv1JLeOLTu9i7oMMEnqod21u7NbBy4ALq+qo4HLm/t3UVXXV9VxVXUccALwZeDisVX+aHF5VV3aRVEGmCSpzWbg9c3064H/0rL+E4CPV9UnV7MoA0ySeqhnHdhhVbUToPn5gJb1zwD+csm885Nck+S1yw1BzsIAk6Qe6jLAkmxJsm3stmXp8yV5d5Jrl7ltnqbuJPsB/y/wV2OzXwE8DDgO2An8wV7smm/yLERJ2sdV1QKw0LLOE/e0LMlnkhxeVTuTHA7ctsJDnQb8c1V9Zuyxvzmd5NXA2ycufgV2YJLUQz0bQrwEOLeZPhd42wrrnsmS4cMm9BY9Bbi2i6LswCSph3r2ObAXAxclOQ/4d+DHAZI8CPjTqjq9uX9P4BTgZ5Zs/3tJjmN0GaZPLLN8JgaYJGlFVXU7ozMLl87fAZw+dv/LwKHLrHfOatRlgElSD/WsA+slA0ySesgAa+dJHJKkQbIDk6QesgNrZ4BJUg8ZYO2mCrAku/jWt1EuftNcNdNVVffpsDZJkvZoqgCrqoNWqxBJ0rfYgbWbeQgxyWOAo6vqz5LcDzioqm7urjRJWr8MsHYznYWY5NeAFwAvbGbtB/xFV0VJktRm1g7sKcDxwD/D6NPYSRxelKSO2IG1mzXAvlZVlaQAktyrw5okad0zwNrN+kHmi5K8Crhvkp8G3g28uruyJEla2UwdWFX9fpJTgC8C3wW8qKre1WllkrSO2YG125sPMm8HDmT0ObDt3ZQjSQIDbBKznoX4TOBDwFOBpwFXJvmpLguTJGklsx4D+yXg+Kp6RlWdC5zA6LT6ZSXZkmRbkm0LCyt+q7Ukid59I3MvzTqEeAuwa+z+LuBTe1q5qhaAxeSqb12NSpK0nH05eLoy7bUQn9dM3gpcleRtjNJoM6MhRUmS1sS0Hdjih5U/3twWva2bciRJYAc2iWkv5vsbq1WIJOlbDLB2Mx0DS3J/4JeBhwMHLM6vqsd3VJckSSua9SzENwL/ChwF/AbwCWBrRzVJ0rrnWYjtZj0L8dCqek2S51TV+4H3J3l/l4VJ0nq2LwdPV2YNsK83P3cm+VFgB3BkNyVJktRu1gD77STfDvwi8DLgPsBzO6tKktY5O7B2s17M9+3N5BeAxwEkMcAkqSMGWLtZT+JYzvPaV5EkqRt7czX6pdLhY0nSumYH1q7LAPMCh5LUEQOs3bTXQtzF8kEVRt8NJknSmpj2UlIHta8lSdpbdmDtujyJQ5KkNdPlMTBJUkfswNoZYJLUQwZYO4cQJUmDZAcmST1kB9bOAJOkHjLA2jmEKEkaJDswSeohO7B2dmCS1EN9+kbmJD+e5Loku5M8coX1Tk1yfZIbk1wwNv+QJO9KckPz8+C9LgoDTJLU7lrgqcAH9rRCko3Ay4HTgGOAM5Mc0yy+ALi8qo4GLm/u7zWHECWph/o0hFhVHwNIVvzSkZOAG6vqpmbdNwGbgY82Px/brPd64H3AC/a2rjkF2LC+eeXgAzrpdtfWhv3nXcFUzj727HmXML2Dj593BVPZf+OwficAOGv9fslFnwJsQkcAnxq7fwuwqZk+rKp2AlTVziQP6OIJ5xFgq5JeSbZU1cJqPPZqGVrNQ6sXhlfz0OqF4dU8lHrr16qz98okW4AtYy7bEREAAAbRSURBVLMWlu6DJO8GHrjM5r9SVW+b5GmWmbeqf4HsS8fAtrSv0jtDq3lo9cLwah5avTC8modW716rqoWqeuTY7W4BXlVPrKrvW+Y2SXjBqON68Nj9I4EdzfRnkhwO0Py8bW9ez6J9KcAkSfOzFTg6yVFJ9gPOAC5pll0CnNtMnwtMGoorMsAkSStK8pQktwCPBv4uyWXN/AcluRSgqu4EzgcuAz4GXFRV1zUP8WLglCQ3AKc09/favnQWYu/HtJcxtJqHVi8Mr+ah1QvDq3lo9c5dVV0MXLzM/B3A6WP3LwUuXWa924EndF1XqtbvWT6SpOFyCFGSNEhzCbAkv9JcluSaJB9Jsql9q7WR5KFJzlqj5/r7JJ9P8va1eL69keS4JB8c+3f7b/OuqU2S70hydfM7dl2SZ827pkkkuU+SW5P88bxrmUSSbzT7+CNJLmnfovPn/9IU6/56kuev1uNrba35MbAkjwZ+DPiBqvpqkvsB+611HSt4KHAWcOEaPNdLgHsCP7MGz7W3vgw8vapuSPIg4Ookl1XV5+dd2Ap2Aj/Y/J7dG7g2ySXNuH2f/Rbw/nkXMYWvVNVx8y5C6888OrDDgc9W1VcBquqzVbUjyQlJ3t/8xXzZ2GcGTmz+4v9gkpckubaZ/4wkb03yt0luTnJ+kucl+XCSK5Mc0qz3sKbTuTrJPyT5nmb+65K8NMkVSW5K8rSmvhcDP9T8Nfnfu3jBY6/hgCT3arqB76uqy4FdXTxHl5arF9ivqm6Abx64vQ24/1wLHbOHmr9r8fcM2J8eDZnv6XciyQnAYcA7513jUnuqed51LSfJk5Nc1bwfvDvJYWOLH5HkPRldWPanx7b5pSRbm9f4G3MoW1Oax1mI7wRelOTfgHcDbwauAF4GbK6q/68ZnvpfwE8BfwZsqaorkiw99fL7gOOBA4AbgRdU1fFJ/gh4OvB/GJ1x9Kymc9gE/Anw+Gb7w4HHAN/D6HMKb2F0kcnnV9WPdfWCq2prM7Ty28CBwF9U1bVdPX7X2upNchKjrvnjcyrxbvZUc5IHA38HfCfwS33pvparl9E1494DnMMqnLG1t1bYxwck2QbcCby4qt4610JH/hF4VFVVkmcCvwz8YrPs+4FHAfcCPpzk7xi9lxzN6Hp+AS5J8sNVtceL12r+1jzAqupLzV+ZPwQ8jlGA/TajX6B3ZXSxyI3AziT3BQ6qqiuazS9kNPy46L1VtQvYleQLwN8287cD398MG/0g8Ff51kUoxy8I99aq2g18dMlfaKvhNxl90O8/gV9Y5efqwrL1Np3xG4Bzm33XJ3eruao+xeh34UHAW5O8pao+M8caxy2t9+eAS6vqU1n5oqnztNzvxUOaUZT/B3hPku1VNe8/bo4E3tz8vu4H3Dy27G1V9RXgK0neyyi0HgM8Cfhws869GQWaAdZjc/kcWFV9g9HViN+XZDvwbOC6qnr0+Hpp/86Yr45N7x67v5vRa9sAfH6F8fnx7Vf7HeMQRv8p7sGoY/yPVX6+vXW3epPch1E386tVdeU8i9uDPe7j5g32OkZ/OL1lPuXdzdJ6H81o+Prnmvn7JflSVXXy1RMduds+Xuxqq+qmJO9jNCoy7wB7GfCHVXVJkscCvz62bOlnh4rR///fqapXrU156sKaHxNI8t1Jjh6bdRyjT23fvznBgyT3SPLwqrqDUXf1qGbdM6Z5rqr6InBzkh9vHjdJHtGy2S7goGmeZ0ILwP8E3gj87io8ftfuUm9Gl4a5GPjzqvqruVa2Z0trPjLJgfDNP4ZOBq6fY31L3aXeqjq7qh5SVQ8Fns9oX/cpvODu+/jgJPsDZHRC1smMhkLn7duBW5vpc5cs29wMex7K6Cs+tjK6esRPNaM2JDkiHV0xXatnHh3YvYGXNcODdzI6drWF0X+Mlyb59qau/wNcB5wHvDrJfzDq2r4w5fOdDbwiya8y+qvxTcC/rLD+NcCdSf4FeF1V/dGUz3c3SZ4O3FlVF2b0pW9XJHk88BuMjr/dO6PLtJxXVZft7fPtreXqZfTHww8DhyZ5RrPqM6rqI3Mq8y72UPPDgZckWfwL+/eravs861y0p9+JqnrPvGvbkz3s459l9MWFuxn9QfziqlrrALtn8/9n0R8y6rj+KsmtwJXAUWPLP8RoJOEhwG81HeSOJN8LfLAZvv0S8BN0dNFZrY7eX4kjyb2r6kvN9AXA4VX1nDmXJUmasyFcC/FHk7yQUa2fBJ4x33IkSX3Q+w5MkqTl9OaDnZIkTcMAkyQNkgEmSRokA0ySNEgGmCRpkAwwSdIgGWCSpEEywCRJg2SASZIGyQCTJA3S/w8dmRBe4rHpdAAAAABJRU5ErkJggg==\n",
          "text/plain": "<Figure size 432x432 with 2 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "87b0a481fb23475ea3888a4e2f47421e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "87b196d336eb4ee79b319aa1baf52ee7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "87c136e8b44840e6bf028ac048b33f20": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_51d200049e6841178457280f49c7a71f",
       "style": "IPY_MODEL_420ae310ec194d518b203f28275980d8",
       "value": "Early_stop_epochs:"
      }
     },
     "87c4881442a34be29d1befeffc9284aa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "87c6a003dced41f8b548aa4fe5c79e67": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "87ca185ae3c04da089d7bf6bfc232635": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "87d3ac980aa040389c3a003b7cbe1bae": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_5529dde0d26a4068a8ca77b85216f570"
      }
     },
     "87e22184c0224c3388ae8bb5ee9437a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR"
       ],
       "index": 0,
       "layout": "IPY_MODEL_6bdfb66ef906442a990fc3ce98e690b1",
       "style": "IPY_MODEL_c77a53a892894b6798f2bc6b6ddc3209"
      }
     },
     "87ea06fc582c4dbdb595e2a7a7dd2e96": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "87ec6b1a0b6145de996a2d1e4687c933": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8293ce99a9774b568e995caa154da303",
        "IPY_MODEL_9ccd3676be0d43ce8e470a12a2ae4ebe",
        "IPY_MODEL_f304309de7fe4527a9b1d5bdd94373b7"
       ],
       "layout": "IPY_MODEL_c63634e52e2c4607a03955e34fb050c2"
      }
     },
     "87f4eba1a1cd4778ae4a9256edd58637": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "87f99b10945c455b9aa674847347fc57": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_923c8046f9e743dba4c9fd19137e0501",
        "IPY_MODEL_0ad1c2cdc3f84e269b858647d7e9286f"
       ],
       "layout": "IPY_MODEL_2af0262b09df4ec7bd0053c629f6cf93"
      }
     },
     "8800e65d7229450d88417a05568669d6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "880539ec00ef45168332e1abb31e3d2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d7a65622446f4156990c9de02633c1f1",
       "style": "IPY_MODEL_aa93ffe47a2f44758efbf010d14686ff",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "8811d77d9b6f42f9a7bb28b74e155622": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4a0dd4ad0b0847458a39290bb629a932",
        "IPY_MODEL_528b223caf71405180fc9ec2a48f7a41"
       ],
       "layout": "IPY_MODEL_abe5cdf8fee543e99bccd8b1388c03dd"
      }
     },
     "88266fc3bc7742ba88551fca57a2a076": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0891336324ca4581ab06671a988f47f0",
       "style": "IPY_MODEL_d5e0a22d5f3b4023a3614fbac21f865e",
       "value": "Criterion:"
      }
     },
     "882adba3462d4a55ba61541e676a06f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f7dcc64773bb46b3b33f97bcc21c8b34",
       "style": "IPY_MODEL_e01fab4945be481f8d2b12b59ff182af",
       "value": "L2_regularzation:"
      }
     },
     "882b1d59d07a4e43bec0c4bbd09bee99": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "883c88edcaad4d63ac29ebf7911cee25": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "88515c13215e4e89b4a70f7cc87bd5c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8854f3f4eb87456ab4a248ad08086fa3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "88695d83f14542ccac5cdff7658cb88f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "886a74f56b0c4a99a3b2820cee3b16ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "88804a8204c2403dbb415e5806492f79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3f87d07303604e41a7af7a2957523f22",
       "style": "IPY_MODEL_5587d364252f4aceb7bae6dfbd3ef95d",
       "value": "Feature_decreasing:"
      }
     },
     "88805e48805c4b1da6bac243c4a19c54": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_08bb24488e9b4f049146b69e5f8b225d",
       "style": "IPY_MODEL_61e05b6db3e348b4a2e30ae4733070d7",
       "value": "<div style='margin-right: 2px'></div>"
      }
     },
     "888170c1f58f4c42ae48c65d4286cd1e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b80d33bf7f1a4ec5a733761dd18a6669",
       "style": "IPY_MODEL_b938cfdd5a79482e8ddc80063b631923",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "888cd1b975e64bba8e14e821698cff3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_de43619e463a49f185b8df53c5ec6d2b",
       "style": "IPY_MODEL_fdae37c91a1542669e220914a540871e",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "88951e8302714fe38949724534aecbee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "889a39a4bb5c4245a40ecf29bad67f80": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "889ddd2276ac40b2a8da2e54f0ff5e56": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "form"
       ],
       "children": [
        "IPY_MODEL_3582f6251cb049a6a13e03b238a99c70",
        "IPY_MODEL_4b3d1c01cbfa46828a6d2ad4ea1f4c18",
        "IPY_MODEL_fe6df1be1b1c4b55b372ad8ff4af5c15",
        "IPY_MODEL_29b5b06a561c4bb1b04ae28fd7325b0e",
        "IPY_MODEL_ecbbe208ad6d43edb10cb36075ac68ca",
        "IPY_MODEL_e30a6ed6dd874dcc9a370db258341d3a",
        "IPY_MODEL_08ccc58c77bb49e3ac8f480f15aefe6b",
        "IPY_MODEL_869cbf5d62e3413e8f95d0ee0cd60f39"
       ],
       "layout": "IPY_MODEL_fe59e1804240460abd1b827fef204257"
      }
     },
     "88c06596f8dd4b75a04f76781be0585d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b40606085be747c8b69e0314b0913e6d",
       "style": "IPY_MODEL_e80f276f37424b1b99cb5e83aaf9b524",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "88c725cc89f44213a4ffafcddfcad562": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "88d1d8e0be314e0ea2cf136025bda277": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "88d5ae48b9384798ba75619eb1ba263c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f9ee487241294f31a3e94f549e78f563",
       "style": "IPY_MODEL_93261b0edc3e4c318cb3829cfb91e300",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "88dc666088ad4387825a919bd3fb91db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "88dd72009845473fb8400bc6d980a3a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7e4e618ce6054a04a450693f549e2ae3"
       ],
       "layout": "IPY_MODEL_7382adc24a784c42b6880fac10f80da6"
      }
     },
     "88eabb754734478eb1db38d202ad4848": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "88fb27fef2334dd2897ebbab609bca43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0efc0d315eb24ca69fa25bab7956f44d",
        "IPY_MODEL_c7def7ec578d4ab5a9f9ce8cc0ed3fb1",
        "IPY_MODEL_6c257e9db9484916bfe0ab3646ff0a9f",
        "IPY_MODEL_e82427201b574251a00421b84c16b5bd"
       ],
       "layout": "IPY_MODEL_8fb963b659ee4a6f838a75764c598e83"
      }
     },
     "890437d3fe2a4c58809347d1b2cf354d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8909861f38824b6195ba3eaf267e23d9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_7c0707c6bfae4117aca942325df73180",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_15514d5598354952bdc8aee5d068edcd",
       "value": [
        25,
        75
       ]
      }
     },
     "890ab95b38874721bd078708f281a79f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_d6b62fedbe5f40d696a23f78ff41749c",
        "IPY_MODEL_cb37cfed92ff40dd9ed090777a499afd",
        "IPY_MODEL_20a2734cb1e545b685813ba345a259de"
       ],
       "layout": "IPY_MODEL_641f5e5022424453b27024323b3f5355"
      }
     },
     "89173cd913a8486daf0f034f684ee81d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "89175aa5cff5442d9934c3eca4f39a9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_b488ef2926bc49b188f810ebf45b914c",
       "placeholder": "Input name",
       "style": "IPY_MODEL_69cc800820e54b0491958e0c0dc7e84a",
       "value": "FIGS"
      }
     },
     "891a90a44103460b9e3e995742898db0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "891f13ba22674dd0ad673b6f2fc1fbca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8942f4ee9e8f487f8f6b3855b68e459f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8943e9b8faff4406bd4873d134d8abbe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7cb1b02fbd4641ca8b5a3d9b573f7c21",
       "style": "IPY_MODEL_91442ecc08114139bcece2a2ed91c71a",
       "value": "Threshold:"
      }
     },
     "8958e53bfcb84b7290651733737886be": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "896211bc241341d4a99c5b30d3aa0223": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_14a98b6be170472a99d591ba0d9c96b3",
       "style": "IPY_MODEL_d1836cf454254a8eb7cfb80d4446c043",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "89734b8692c6490bb7b08e12faa29245": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4e6eadd8a1884e5e81f7b9991ac61880",
       "style": "IPY_MODEL_31e260215a9346c7b2a1f50264995980",
       "value": "Max_rounds:"
      }
     },
     "897da0ef95324d11af8af3216fd39041": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_52775e411a654320aefbf1cb02960bba",
       "placeholder": "Input name",
       "style": "IPY_MODEL_25bf1c3c05374e819395126b8165bafa",
       "value": "XGB2"
      }
     },
     "8984cda0d44e4741b3c0b5ae409d6d82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1efbe47fdb1f4cfcb11df5ed6e6a9fc8",
        "IPY_MODEL_93edfa08fbf94f96a5adbbdc89c8c296",
        "IPY_MODEL_3526aed3f83143ddb732aae37cb500e8",
        "IPY_MODEL_a56ff54d634a42bcb9cf1b96a5c6d700",
        "IPY_MODEL_9d4177be02af4c7993593201888a3fec"
       ],
       "layout": "IPY_MODEL_6851bbe38ed54346836716fb29665115"
      }
     },
     "8990d8f765e14990a4d27f0d8e249cf1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "89954b60ba6043d99fd286ee8cbd4476": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_83f17869b236456f982907fbbcd5869b",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a890ec82db544502ab28799fa9418277",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Model Training Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "899b0171954b46cfa5db6fe940f138cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "index": null,
       "layout": "IPY_MODEL_15ad05d17d20432b84a771b68495a368",
       "style": "IPY_MODEL_e6ddb0180bf049f08b195de004154b6e"
      }
     },
     "89a0311f840a495abf606fb833fd952c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "89a152c832b442c192c8210163f583ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "89ad5f3d9c9748ad96a7967cf1d1df9d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "89adbb4d71a645e6ba6e4b895cf68cc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "89c9834780a741d89a4c6a499dcd2995": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "89cf0c1681984680bde84ab8109a6aff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "89d44e08ce2c4f959bb779ed6bb32456": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8a00614a4a334942ad5c5562b897cfdd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8a0aa5c51ba3452dbcc8f369488441f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8a0d2e0a97ac4481874fe7c40bf4aead": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8a1dba28582c45169321fa1f8b9d96f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8a2a99e5a4bf48fab2f9bfc1a693ec77": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ab855090a7564a97afe1226d64276fd9",
       "style": "IPY_MODEL_663fad6cdcc84665b6895cee1d4febe8",
       "value": "Max_depth:"
      }
     },
     "8a2fb985cce24e7183faa4e73d0c95f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8a3a25002a3244fcb54eb1eabf8dd655": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "48%"
      }
     },
     "8a439a5365054523b550fea16f7b5305": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8a64b6f845964380b9542d7a3c3c8ca0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8a6de14c94bc446697dbd0c85414e154": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8a6eda1262d34c429368fe73b81e5445": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8a7b977a4da54275b74fd2c60d3420a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f1de34d8b6b84f59921e1f83646ee9c4",
        "IPY_MODEL_26507b0967a14a63a15be61baeff80f8"
       ],
       "layout": "IPY_MODEL_e5bd7a32c6924ddda2274dcc4cdce8a0"
      }
     },
     "8a7dcd00117b4858b8eea16fb08244d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8a85130ac93f464b9a0eaaefeede9723": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8a8544f4c2014eeb8a601e9b558437ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_0baf4a718d174b35bcebc5fe232e1942",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_4d0ebd93e3dd443ba45324ab038c92ed"
      }
     },
     "8a8597730a0149629c407cc98ce6c15b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_613371c620414817a6e977cd3969ea46",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_be62b3903f554d21867f6db6ae85ea83"
      }
     },
     "8a859b6dc3454dc880fd39edde946716": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_85297b1184a5437fa91a33390d299c21",
        "IPY_MODEL_97e21493eb7b48409df85ee9dfb023b4",
        "IPY_MODEL_8fdbd0ede0b74ed5ae9cb2555f3ce9f5",
        "IPY_MODEL_69439cd07b15479d8ffd17dc6abcca5a",
        "IPY_MODEL_627b2bb08e5e44dab919bf8775e55b43",
        "IPY_MODEL_3c7a454b3fd8473894d06e01f6e399c1"
       ],
       "layout": "IPY_MODEL_7a19d0b2639b4d918e24949e03c7079f"
      }
     },
     "8a8be4eed46544b29c0bce02734e8866": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ad5e57e38d25455a91c1ef0dc30ca91c",
       "style": "IPY_MODEL_bd803d2306354e0c9738b73a90468d05"
      }
     },
     "8a982ac389984c849ae3953ca49f825f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "8a9a176d24794768966e2a4d98f91ef5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8a9b83fa1b65489d9afb003266330f32": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_35207d111bee42fa9d55a89038079b30",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_a1db3f646c3e43839eed17acdb5285e9",
       "value": 0.01
      }
     },
     "8aa76748fb6648b990ff5ed3fda03e27": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_80bbac3fbfb940e58f2cfafb8e17c930",
        "IPY_MODEL_640432aaaf574cca9217fd123a6e88cc"
       ],
       "layout": "IPY_MODEL_77b1bcf3ab7c44afaf1d0e507ba7a569"
      }
     },
     "8aabda3c57db49ceaca6710d838c72f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_87e22184c0224c3388ae8bb5ee9437a9"
       ],
       "layout": "IPY_MODEL_2edaf5f0c0934c4f984acbdde67922a1"
      }
     },
     "8abbf53a09be47dd83b38ecf5477e4bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3212afe7ef4d4f1c87b0c8543d3490f4",
       "style": "IPY_MODEL_d8f6242e73e448b383bc6e767c62a3d4",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "8abe7cee83774f32b381a59a731dd4a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around",
       "width": "100%"
      }
     },
     "8ac24e339f404acf9abc3c96f8acf4b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8ac3394ea89147d29b7ded9af5173ba5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "X0",
        "X1",
        "X2",
        "X3",
        "X4",
        "X5",
        "X6",
        "X7",
        "X8",
        "X9",
        "target"
       ],
       "index": 0,
       "layout": "IPY_MODEL_51a380cc72bd4c67a8cd75f07980c399",
       "style": "IPY_MODEL_22d9160b38df45aba4282a9d5fc9bcc8"
      }
     },
     "8ae68b8ad6ff4ddf948cb2710960e95a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8aec533c9a9f4c1989f35bc42b1139fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "8b03797d7aca4a409e31fd8aa45f72cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Type",
        "categorical",
        "numerical"
       ],
       "index": 0,
       "layout": "IPY_MODEL_95ec521b828f4b6db910d605ac8ed86c",
       "style": "IPY_MODEL_7518384e92ed4fb989596e1d5ee7c0e1"
      }
     },
     "8b05f864bc2043ce91153eafa75ad8ee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8b0bbea72a9846bca9407c7d92c7de81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8b0fa8a162484824ae11bdbe94db819a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "55%"
      }
     },
     "8b16d04027e8488b8f5d5c0fa6985eb7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8b199330e43e4b1ea56d99e9b87c4c25": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8b1a6ed1bff74d079e4e893a49eed8d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_efa23b74308740c6a44ae9023d0cd79e",
       "style": "IPY_MODEL_406dbde77fd64fc486673edf1dd78886",
       "value": "Metric:"
      }
     },
     "8b26b546a31a47e38bc80d05ad717678": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "8b2864f9e2434316a93845b4c8762ffd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_bdaee260384d4bc8ba384a494beba259",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_fe67e8a26ccb41e885ef24a18e5a7159",
       "value": [
        25,
        75
       ]
      }
     },
     "8b2c1c2b19df41eb91d9715f5c3391d6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "8b305fd1c1014a2ca762df754eae4d8e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8b35d191b7314c8fb3b084cb2d86c6cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "8b3d804e0234453fbc80b0f1625a94fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e597a5c3ec4d4f2ab774ed5d2853d73a",
       "style": "IPY_MODEL_0b95fbc33f8643aaaf34357861d002d3",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "8b4af76314b340908a02159bf16a23e3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8b56fa03843f4fe89469ab641d6e5406": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8b64073811244794b6db3ed91faf0eaf": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_1342776f2c504a8f80793cdc43cadb59",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "8b6598f4772b4343b5c10b391f2504a1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8b68429ba03e4b53932c14396fe4f800": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "disabled": true,
       "layout": "IPY_MODEL_acb571f3f9ff4cea9dd36a84998b44bc",
       "style": "IPY_MODEL_c0ad619fd33545abbe7b4e113e1c9e97",
       "value": 5
      }
     },
     "8b6a0b6532bd49009a2b59e31e44fad6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4ef63e806c564d15bce5d6e4f6eebde2",
       "style": "IPY_MODEL_b6e0791f67fe45d49ceae42f3be63ae6",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "8b7013dd49a741819e471ec3d12b8f2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "8b74dbdf74464f03b61f61d53d8041e3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8b774fec756e4d4ba94e5f3e1824f839": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8b91a811597e42d592864062803be037": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_92c591e649934358afbe0e65eafa2725"
       ],
       "layout": "IPY_MODEL_2f75677097704d398f2e78b78ace213b"
      }
     },
     "8b94d1f4eea341f4acb9f4f136a75fce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8ba16809db874366a1b92c2dd4328a07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0f3d1033358f4023ac4076ce7674e28f",
       "style": "IPY_MODEL_80d0ee692ae6419c867a3885d4fee30f",
       "value": "Early_stop_rounds:"
      }
     },
     "8ba995a04b264171b2d1ce13883ea3ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4ddbeedd224a44a382a134eb78b3a670",
       "style": "IPY_MODEL_cff0bbd4ab434a3eb3dce4d7c9df0bb2",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "8bb4c4ccbe644a0492815126b0a00260": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_831876c72d674a2d91a5d169a6e49192",
       "style": "IPY_MODEL_48c732b3854644308335fb7c369717b0",
       "value": 10
      }
     },
     "8bce46eb2c14415aa2a1216f92875cf9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8bd9742be5ed408790716dc4a5572d85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8bdd09f0570f4a63b9ac65bf272c3365": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "140px"
      }
     },
     "8be3e67c4b744260b444e93c53df6c9a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "8be6a27a2ba94c438900f2e521b8df7b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8bea50e129ad4aeaa2bbed5245402e1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8becd0d7477f4c8f8d16cf5b976e498b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8bf2337b4a7d4211b8d48b8b30f3c60a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "8bf8edd4e9134b60bdbb933070845c73": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8c0756a197164bbaa558ba39e3368394": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8958e53bfcb84b7290651733737886be",
       "style": "IPY_MODEL_be48f1ee591c401cb3d63a9431c67303",
       "value": "<p>Random Seed:</p>"
      }
     },
     "8c08d7806f714e09a69e7091da2feaf7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8c189421954d4e58b58410d587ed4bf9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8c21653716cd43869671bc8029d7f08e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cc2cbf970b244a43a5843c35e3e3d850",
       "style": "IPY_MODEL_17f3e9ebe19b42e58481c3030addb804",
       "value": "Update Attribute:"
      }
     },
     "8c244cdc7050467eaece6d9882cf5a4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "8c2857bbf7904aa985cb9667ad511328": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8c2f7009f4fb481097702d407aa2df3b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8c37907c0a624a899e3c28bb13ed3fe2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8c3cf1b859d445639fb32be3aaafca9e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8c3f7cae783a46da88c8f1807d1bb697": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7be9fbbe5648430180dd02369b616484",
        "IPY_MODEL_697f6b7958774c64adb9cc3856e6e299",
        "IPY_MODEL_6c80682b5a284ec99eba02b177acd925",
        "IPY_MODEL_8f35054a16f345adac0c865888589a43",
        "IPY_MODEL_6ba5daa8652b4968997be9902efeb91d"
       ],
       "layout": "IPY_MODEL_9e2f892540c247378e88fea05cc87cc6"
      }
     },
     "8c52adebd40844a8a98b1622b78dbb72": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "8c5f6f6f1ced4d86934a8e703d4da37d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8c60dc488dad45ee85623fcec0ee0094": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8c6dd7a0c2714f059052217aceecc891": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_1b195b3a47f14e308cd6d0dc2547ce10",
       "style": "IPY_MODEL_f2877d71b96340248286b43e4821d70a"
      }
     },
     "8c7775f4a785433eb9735778ab5b3740": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1efa251cd5104229a36ddd1a6bd021a3",
       "style": "IPY_MODEL_d3656d5044f74cbabbfb1cad62b26c3f",
       "value": "Dropout_rate:"
      }
     },
     "8c79e73be0f5423382e16e6d989dd443": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8c7e076182e54822aceef8ef414160e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8ca192fb53fb450aa1a28350503e3b75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7f0cd49c01934f8f99bf15b9a8d62c0d",
        "IPY_MODEL_27e88430c53e4e5aac3207f4565bb2a9"
       ],
       "layout": "IPY_MODEL_5d482a60d1284f19afe87092c759c9b4"
      }
     },
     "8ca63ca2dabc42418002bf931f2656e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8ca7f3de1acd4930af7568c669b70218": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_97f6a70cc63544cd837a3bf595d9c506",
       "style": "IPY_MODEL_afb130732d074aab8812a8734a652e61",
       "value": "Data Shape:(63240, 11)"
      }
     },
     "8caa5d0d0b5143b9b75bef4f748097c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "8cbe84be13774e36a2d2d2881f223d23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "8cc8627a494a447a856d235eafa52889": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8ce83788bc524c639053cbb52deff111": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_889a39a4bb5c4245a40ecf29bad67f80",
       "placeholder": "1000, 1000, 1000",
       "style": "IPY_MODEL_5843b0ccfc2c4cae9eb33f8830ae6dff",
       "value": "1000, 1000, 1000"
      }
     },
     "8cef69c82ca5464584f0576aff8c346b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8cf0220b8d594c14b95c41f72e9ba8e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8cf134c23eeb4eb687af6479d07b876c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8cfc312aabb14c4da51d6732b27574cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8cff33ae624d4b5e8c78cfd1452e9845": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8d00a0d63b174fdb9410ef92bad5dca5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8d02b52a0ce7463e89a58d225b7f2dd7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8d070986b4244517b9f44ea405fdb2c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f4effa7ea3e3474fb1f6914082876524",
       "style": "IPY_MODEL_496cd465dab54cf699eb81e104c39bc5",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>Excluded columns</td><td class='ptd'>['Minority', 'Majority', 'Age >= 62', 'Age < 62']</td></tr><tr class='ptr'><td class='ptd'>Target variable</td><td class='ptd'>Label</td></tr><tr class='ptr'><td class='ptd'>Sample weight</td><td class='ptd'>None</td></tr><tr class='ptr'><td class='ptd'>Task type</td><td class='ptd'>Classification</td></tr><tr class='ptr'><td class='ptd'>Split method</td><td class='ptd'>Random</td></tr><tr class='ptr'><td class='ptd'>Test ratio</td><td class='ptd'>0.2</td></tr><tr class='ptr'><td class='ptd'>Random state</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "8d0bd4fc53d84845bfbb7a67558e33bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8d22137edecd435698734aa801462ff9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8d32388d7c6d4b5192d2398992d2c71a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8d4ba5d0a3ea4f8d9fb57137cf316d39": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "8d5faf56771d47aa80a7a866d5cfe60e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_8be3e67c4b744260b444e93c53df6c9a",
       "style": "IPY_MODEL_e7ab9c7520ec4955ac2eb538bf383a52"
      }
     },
     "8d62a2b0dea0434c8075c63a9df85c5d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8d63bfc52fef4f9d9e138c739a94a73e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_501775cedafa4e08a202d9d6de1843ce",
       "style": "IPY_MODEL_9f8519cc5c674a1a9fa408035e27425d",
       "value": "Delete Group:"
      }
     },
     "8d63f7eb3502449ba329770e9e46c4d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ecb73f906e5e4ddbbe87781db559b243",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_6ce7754aa2d44b869555b14790f5bc3a",
       "value": 0.3
      }
     },
     "8d64c5dd4d594ccc833155cee5109576": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8c2857bbf7904aa985cb9667ad511328",
       "style": "IPY_MODEL_0a120aff946e47cc91322e27acd58368",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "8d6514cd045148f7af6c6b2223551f42": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8206f76fbaaa44eab16b6f56778d5a5e",
       "outputs": [
        {
         "ename": "AttributeError",
         "evalue": "'FairnessAPI_solas' object has no attribute 'data_comparing'",
         "output_type": "error",
         "traceback": [
          "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
          "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
          "File \u001b[1;32mpiml\\dashboard\\fairness_panel.py:241\u001b[0m, in \u001b[0;36mpiml.dashboard.fairness_panel.FairnessPanel.pair_panel.data_compare\u001b[1;34m()\u001b[0m\n",
          "\u001b[1;31mAttributeError\u001b[0m: 'FairnessAPI_solas' object has no attribute 'data_comparing'"
         ]
        }
       ]
      }
     },
     "8d65de53924e4ad2943a8df11427f276": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "8d70a8b88c75493c9f4764148750b497": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "8d7527b9aced4ee4aa8dfa198d57084d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_e7c385ebca1a4777ad3e2f44c35fdfd0",
       "style": "IPY_MODEL_fed07bc79edc45bda111c250c2d8f718"
      }
     },
     "8d7a17f4e7524f1d85be6f01f4bdd19f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "8d902af7e9fb436a86686bd704ba6403": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8d905133376540e197d5265adf568ee9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_b766ea80b695448fa05248fe46d29721",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_a726cc6a59e643c8acd2805e50bb00f8"
      }
     },
     "8d9ee03f7ec94cd5a1724780a16dc2f8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8dad8d69c7c7444e9cee76664c0a5d1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_35ec259622a74a6fb3c1a20d91344a43",
       "style": "IPY_MODEL_b571c46506f7483290fcb15abf20992a",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "8dbb0521ccea4a49b3a2f33cf323afa8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_b9fffad941fd4946b445e44843174d8d",
       "style": "IPY_MODEL_17667c9f5ce84330a23cdded430fdebf"
      }
     },
     "8dbb7b8dfc95441eb0b6f371ea88a4cc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8dbe5bdeb3054d35bd1e38ef3bd2c140": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_86bc1242f2bc4ccf885ceda295cec1a4",
        "IPY_MODEL_dda2b5ab2f3048cc93234537c706afe3"
       ],
       "layout": "IPY_MODEL_9020497da34840d6aee2658ef2cfefbf"
      }
     },
     "8dc2a9ffcc3e4ae4ae73618187b113c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8dc44d2e2ff34028b05581c2f5f24829": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0b054a14bc804ba588b062909c228218",
       "style": "IPY_MODEL_50cfb8c331c142168b9f6c78f01af703",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "8dc6bc851c2848108037d973e7aad8a0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_23d84dbbd71742d597d3a13f1ef32e4a",
       "style": "IPY_MODEL_2617a2c328c94e5e9707fef7473b3f87",
       "value": "<p>Target Variable:</p>"
      }
     },
     "8dcac786e3ab45bfbdea01007a0be8fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "8dd2c14ad93e4f52aeab9b3e3e861624": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b8e99c9c9b0b462b9df5f1329a65089c",
       "style": "IPY_MODEL_e0e249448df54db4985c3ae19920844e",
       "value": "<h4 style='margin: 10px 0px;'>Choose Model</h4>"
      }
     },
     "8de9640bd6ea49dcb7446dbca84c9373": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8df5dc1d5bb84edd86f63df6b9710629": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7d05bfd9a8f842668106fbac2096c91f",
        "IPY_MODEL_08f6d310d0ec42c6811155e5df9bce63",
        "IPY_MODEL_30311a084f9344109e89163af6061bd2",
        "IPY_MODEL_686eaafe9d7243b48e78b9c16ada973b",
        "IPY_MODEL_2c13243386c648c0809b5851e046d243"
       ],
       "layout": "IPY_MODEL_bb2eb1fc5ae24bd382991a6262d7d385"
      }
     },
     "8dfdd005856c42c3ba0597ea87ce183f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB2",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_ff97dbef8b254e0e833c150f3cec7d44",
       "style": "IPY_MODEL_3c07d6f0959b4f5a8c83c0ae306272e8",
       "value": true
      }
     },
     "8e06d0c87c1e45f492084c88eb083c74": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8e12a0122c2c4081acad81e3a7ec92a1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8e1623be8b774e15929a068e5a4ca766": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "8e2766fd768045559d372ab91852e681": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8e2d584b2d43463889b2e2aa40725bac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8e33395d5dd847929d502800e727a4b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_36f5468222d3407dabbf3cd275ad60c2"
       ],
       "layout": "IPY_MODEL_d3a451e2e8ab4ae4bf3739b474c25f6f"
      }
     },
     "8e5642349ef44dcdbd9c42874911361f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8e65520bef4846e78bdf8478389bf044": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8e7bfd0db1cd4596b8ffbf7bd81ea9ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_185043375a89433baa9d6b032c0a206c",
       "style": "IPY_MODEL_738e47e7f29a4e5e9939a674c8c1991f",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "8e80f2eb31814e99ae79d335452e3037": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img",
        "card"
       ],
       "children": [
        "IPY_MODEL_c20d138cc54b436ab3793a675ee8662b",
        "IPY_MODEL_051a75154ec6425ea3e833b07bf82ce6",
        "IPY_MODEL_ea559757ab134562ab4926704e090357"
       ],
       "layout": "IPY_MODEL_def4dc744b2f449cb87a94acec21ac63"
      }
     },
     "8e860a4e3f1540719d379e06b6623e34": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_977f99c72f8b40868a869d5485554e2d",
        "IPY_MODEL_d316b94af31143878d6549080c2ad007"
       ],
       "layout": "IPY_MODEL_c995ef1d2ef645f88ae824dbc437c626"
      }
     },
     "8e9934719abd40948fcb85e5bfffa424": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_5c5c5b5f6ee04900826f37150d6a32f9"
      }
     },
     "8e9b4a7320bd4f0d962830e3bf9250f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8374186fe4cc46dbab835f2733899df9"
       ],
       "layout": "IPY_MODEL_8d70a8b88c75493c9f4764148750b497"
      }
     },
     "8ea18c03ca9e43398b75e6b466af0c7b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8ea45b6d1d2845b09a86d0551fa98262": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_51c389e3182d4df486899457b813a721",
        "IPY_MODEL_36b29bc79b4844d59003e8de9df71606",
        "IPY_MODEL_caf94123faf149eba892804762efd970"
       ],
       "layout": "IPY_MODEL_d944d7b1bf8f44e48bc4da98f3420f5c"
      }
     },
     "8eaecdae178a419c984bed4922f3050d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "8eb8cefa4e614630ba4c66c07ab869d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8ec089e9e8a14cb2adbe295c89d69c49": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "8ec17282e3c046d68af77e658c9fcfb9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "form"
       ],
       "children": [
        "IPY_MODEL_a357abeb661442daadc28d95c6782375",
        "IPY_MODEL_9f31efe849594ff59e34df11b8bb8522",
        "IPY_MODEL_8e7bfd0db1cd4596b8ffbf7bd81ea9ed",
        "IPY_MODEL_a3d407993930422ebeb2de78bc29f6d5",
        "IPY_MODEL_ddcffec206d541739c86a9c14adfc39b",
        "IPY_MODEL_c8c288203e4c4fe99cd597b0f936e271",
        "IPY_MODEL_2a1e79c211304bdea900ca6a3d254a3c",
        "IPY_MODEL_5ab656eb758249b4acba1835f7589b23",
        "IPY_MODEL_4dd07a2b2b214e438ff991539ddfbac9"
       ],
       "layout": "IPY_MODEL_0deb9209352d4958b318a0a2b844d91a"
      }
     },
     "8ec3509623b7460db77fc3f960cb0777": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8ec99e60230f4da0b40f6ad35c36fa6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8ed0bea9c4874ddfb1a59f4df0f51250": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bf89903a839942c6ad7ba5f4aefbac58",
       "style": "IPY_MODEL_a8bbf928625947e4a44a4fbe14557881",
       "value": "Subnet2_size:"
      }
     },
     "8ed1545290244751882f6c16f9e91f06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_91fb7076598947a3b171f152ffb22bbc",
       "style": "IPY_MODEL_6b32e32c4c334a0da846923d484df6fc",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "8ed5bfb7ebc14d6cbf7c8e7d9c0f73fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d2dd6a59ddd740d793ec5a7dee4d4eec",
       "style": "IPY_MODEL_34d702c0e8a84b3fba10fccb25957b5f",
       "value": "<div style='margin-top: 15px'></div>"
      }
     },
     "8ed847b01b494aa883f60ca6c3b51b5b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d39e10fd25ae4aafa4e8f804af88693b",
       "style": "IPY_MODEL_6a2461808aa74d11aca8f1eb3fdaaef2",
       "value": "<div class='divider'></div>"
      }
     },
     "8ede12e3740c426cb6321f63c2444e2c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "110px"
      }
     },
     "8eed511f3ca940aaa9b3423d65a2a587": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 1,
       "layout": "IPY_MODEL_53e142dfdfb8411487188449d394fc8a",
       "style": "IPY_MODEL_3995529c8d9641389caf7a8860b18010"
      }
     },
     "8ef922e30b4549b4b398b9a203e91493": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "8f07dfeee3bc4304bb8b37f7124098eb": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_eb72b2cd22644a20b6126129ffa774f4",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "1a3a97bd3d87408cb31460877ded9796",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(ToggleButtons(_dom_classes=('narrow-tab-fairness',), options=('Setting', 'Metrics', 'Segmented'…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "8f0a86391b5c435c840fec92d41027ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8f0c31b4c492424ea9514e7473a1ec4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_92360251e6c84b93b2fe71c6c30c6c0b",
       "style": "IPY_MODEL_714119bd68db4c1cb76d01176ccce113",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "8f16b75782a34707a0c7a4dc712a1d32": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8f2aafabdd9b4f0a954530ea8fbe2b79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_e8c435ab2fe44da286c8e511298ef807",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_8b774fec756e4d4ba94e5f3e1824f839"
      }
     },
     "8f35054a16f345adac0c865888589a43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6dc803c6622a49d9a24588e8ccdefd6f",
       "style": "IPY_MODEL_af0f7d26163b42b49f0ca9e841c1f819",
       "value": "reg_alpha:"
      }
     },
     "8f4f48af245a4fceb182f71de574f38e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "8f5a0aba19d14dc6bd9de6f789193592": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_154ee8450eca48a3a9509c4c591b6978"
      }
     },
     "8f6633b3faa64d0ba52c0af8c9897ab5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_bf25b73072ff4436b837faedcf3dbcfa",
       "style": "IPY_MODEL_33bbd79cf1b344e58ce841f8613ff4db"
      }
     },
     "8f6d4156179841798d8fdc1a715000c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8f723910a3e541a983680af065a4ee89": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_544bc897d23a427f96d28ebaae9b6090"
       ],
       "layout": "IPY_MODEL_992fa674739940898fef7fb04c9e4b33"
      }
     },
     "8f76d002250d46e683955dee0bdd8725": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b0c59a4f0f244a14ace61a256f38ddfb",
        "IPY_MODEL_ec99047ff31146e285f17748b064cd2c"
       ],
       "layout": "IPY_MODEL_f468c2bd1cbf4e03bf824218cb98ab71"
      }
     },
     "8f9017cdcf5344f8bf31d35bbb378680": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_e7678841457e4970aaa9688ac38c2869"
       ],
       "layout": "IPY_MODEL_58ed5b56bd9b48a1ba32dadd3307ac2d"
      }
     },
     "8f97816d9160494e89decf3e2a162d40": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0b92b734bda246a79c668bae9d59833b",
        "IPY_MODEL_02be1eca848f4e56a8fca639b880dac7",
        "IPY_MODEL_b9e4352f12694605872e4a368cdefe1f",
        "IPY_MODEL_2b33319885de47cc80d26fb644796cd7"
       ],
       "layout": "IPY_MODEL_a49c4e9cf1bb4e10a710aa4d47a49078"
      }
     },
     "8f9d99fc6a3f4aaa93ee81dd8974bcc1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "8f9eb1cd99ec4c56b8629fb648743329": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ea68ecf87c9447a4953211e414e6ee19",
        "IPY_MODEL_f9fe0da7188244c29c693f13ba7e2b50"
       ],
       "layout": "IPY_MODEL_a692f3f7198141789af4d4bc837195d6"
      }
     },
     "8fa91188569340e6aeab7814f860a8b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_fb4b0b5f6ca9488ca6efc4871d2a10dd",
        "IPY_MODEL_c4aafe23a43c4db7a9cee0d179e4bb0b",
        "IPY_MODEL_538d442651664b4c87c84834da981e3c"
       ],
       "layout": "IPY_MODEL_59ab36f9fd7e4f5e900b4d3b0a931d2c"
      }
     },
     "8fb963b659ee4a6f838a75764c598e83": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8fbe7add03324d8a82c3768b33292424": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "8fc092e438ea4679b9d7680ffdd21967": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8fc153d25e95446cae870bc2f65ccbec": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_db12ebd2bcfa48afb6de5c84320f976d",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "2edff9a2de964ba3ae95dca3ceccc14b",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "8fc5d38fe6b047b6bc9d17b263d21638": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cd0bfb34b5ef444fb922c656acad89b6",
        "IPY_MODEL_cf9fda8186384b00bab4ebc81e17f9e1"
       ],
       "layout": "IPY_MODEL_5a295cbebd9148b2ab4ceff5dbdfe312"
      }
     },
     "8fdbd0ede0b74ed5ae9cb2555f3ce9f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_7c6b0177ef674c0c81f986dd34145186",
       "step": null,
       "style": "IPY_MODEL_18c63c66aeed479ca3a7d8b21927fad5"
      }
     },
     "8fe1bf519d514b43abefb6cf44d5b8be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "8feca62a66124fa0bc73fffbd7e190d7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "9009a2c823f64bdc8797b85247ecbee3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "900adfd0999247759e765f2e39427573": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "901e7b37d28a48aeadf442933be566cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5f09514a9e6b4f999827d26737d32d4a",
       "style": "IPY_MODEL_4768826524424898bd93864eca219bd4",
       "value": "Max_iterations:"
      }
     },
     "9020497da34840d6aee2658ef2cfefbf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "90254911b9974c05a6795774b7ef6a6a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9031ee1ee979457db94c05808ef640c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_061c4e5d12cd42728c3b446a913fe4b5",
       "style": "IPY_MODEL_748ef8dcbff14f04be5893612cf24f95",
       "value": "<div class='divider'></div>"
      }
     },
     "903cd93a7f774371afc9e985eada2387": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "904303c4bd1f4ea2a4df5d58ea453bd4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "90489be5330545e1a982a18a0229834e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "904ddd7c499245f2a7af2d744ec17650": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "904ebe7f0e2744b29c1b39a5e483e909": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_00a24813e6f94ee980f387ab47d38c14",
       "style": "IPY_MODEL_8c79e73be0f5423382e16e6d989dd443",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "905a06d6c7f44110801bdfa5d3bc062a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "90606af02f4d4365a9a4e2f42057d921": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9060a9cd776a4ba8918aabc8961947c0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "907269fd1b1d4050bfcdb4a27b0835f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1093c7fc485b4d7fa1cb01f8bc2d66a2"
       ],
       "layout": "IPY_MODEL_f6ad636744b645b5ad4304e7b8ae40a8"
      }
     },
     "9083ed559c764a889722884721327b4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1ad553d4462242698c7aba76cd53d85f",
        "IPY_MODEL_481c6b04aa37405886f6ff4b505b5247"
       ],
       "layout": "IPY_MODEL_c551cfaaec0749938a000b969fdac932"
      }
     },
     "908890a4bba44f5081d236bad9ec3aea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "90995a3bc83947929b6a1e97dead8c59": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "909ae54f37344c48b2a26033a3c709ae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "90ab1f22c76a455bb5c3981cab3d87a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "90b383fdf0f74669b69e8188c86d88df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b20dde306bb64b3089d2661d3e29426b",
       "style": "IPY_MODEL_ca70edbe376a488c8cd228f6ac13dc61",
       "value": "<div class='divider'></div>"
      }
     },
     "90bb7c11a6e54654a6500e997973cf6a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "90be3732521a47289507d0d51b4a10c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_71b10bce1c804e96a7024457202884c4",
       "style": "IPY_MODEL_2779474a28d94dd493c6e78419a37bb2",
       "value": "Loading..."
      }
     },
     "90e2f505b1b64b0fb35fdfea8a4c3404": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0446c11bb6864223bdce686f52ad254c",
       "style": "IPY_MODEL_4da3b344f65a4e3cac1e6d09ae9afa81",
       "value": "Max_bins:"
      }
     },
     "90eba43bf2d74cd89801c9e300617d21": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "90ed15b1aa1a422e91f378bf04f5fbd3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "910a36dbfa2e40548212254f8c630890": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "fix-config-from-overflow"
       ],
       "children": [
        "IPY_MODEL_68160e24f7be4a79bff4faca4f72c134"
       ],
       "layout": "IPY_MODEL_32e4509e022744dba18059bc7063dd01"
      }
     },
     "91153c308dec49509cbdbb10136b3d0b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9115408d9f6e4b99b1fddda4174d9082": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f7dd2c2738f840afae4a92af866eb52f"
       ],
       "layout": "IPY_MODEL_f06dc390914343d0b122b41d15238183"
      }
     },
     "912845001ff844d8bf06f4a16acf9090": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9130704516854c84b0a92d15cbd6c4d4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9131808848864ca79129ca5f995985dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "input-width-with-parent"
       ],
       "children": [
        "IPY_MODEL_783b49ac5b554df68e5cfbab78e0a971",
        "IPY_MODEL_5114b232a0594afc85a4c0811b95fd02",
        "IPY_MODEL_478aa79b4d7e4d8797f5462847401902",
        "IPY_MODEL_46b8871505434c11af25fb80064a7ee0"
       ],
       "layout": "IPY_MODEL_4428be33bf744b3abd38c1db0272d69d"
      }
     },
     "91346ecd01b24b44999454fd9498f39d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "91442ecc08114139bcece2a2ed91c71a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "91478e97d4ee42849ac91e803b82412f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "915b67f5813c4e699181725ebc37d2f5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "91662000a6ba48c8a39b0fbaba8c504d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_bf4cf9f22beb47ebbe4b09090711cc77",
       "style": "IPY_MODEL_540e6401a2d046319aebd1298005050f"
      }
     },
     "916d85f1e69f4c07b6f56acb9ef6e9de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9170c25bf3864a699fa5215773210ee9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "919d54538a0143cabac62c3fab9bdf6a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "91a54fd1420c4659b1a4b0270bfb348c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "91a767ea2e8f4540bc60a7c22f194e2a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "91afc3b8ba61475ab3f1739e6f3d914d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "91b421a9920b4b6882146a4040fd6c05": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "91cc5437990746fcb5a2d26bcfbd7473": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_cd5bdba9917d4846b763988eadbdbcb7",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a722cf54502a4e0d9c75c804034d5e1b",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "91ce20b1acd44e5fb3f6601a42456192": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "91d4ce176fc44cb4878616dc940c31bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "91d701973a8b4ecea361efbc51f5fbcd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_81920d7195924546b050eb974a92ecb1",
       "style": "IPY_MODEL_6726c993344b43c4a3f465b02fae1c82",
       "value": "Bins:"
      }
     },
     "91d8522110074c6db4cd4bd469a2de94": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "91df8d99f54d4536ad1283fc51db5397": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "91e2b6d0a2604edd8f7d6fedb543fd13": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "91e4b499f88c4c57baf1a3942012c753": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_d2711d6557bb403da0077c44c86490bf",
        "IPY_MODEL_e7005a7624714418a1e04ab4067ba98f",
        "IPY_MODEL_0d56e7a93b5c4d57b9a0aea188888037"
       ],
       "layout": "IPY_MODEL_602ba7d1d11a462bb84270709986d1bd"
      }
     },
     "91f5916421614f4e8e5d4ec9e2bec794": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "91fb7076598947a3b171f152ffb22bbc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9202763431b047cc819ab04045cf05a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e52db44a0af8462b8f8d99274cb94bf1",
        "IPY_MODEL_44d710a39ccc4510ace88ff3a9c65166",
        "IPY_MODEL_d3ec01acbaae49c9aba5fb30ff5458ab"
       ],
       "layout": "IPY_MODEL_9ba318fe357f44308bdc212f889a2815"
      }
     },
     "921094c0955d424188b02025c97a91f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_70fbb296ad9844de8317664dc575b429",
       "style": "IPY_MODEL_07d712bad3144148b00a1c79276a3df8",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "9217d6b9116443dab7f8b9afdc9d1e79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "922c92b9059e493caa9788adb1c849cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "92324745ef734d9aa882e4231d30549c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_f70efd4cc9f0453a8ec87554ad0e1fdb"
      }
     },
     "92360251e6c84b93b2fe71c6c30c6c0b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9236fcbbe2864897889c8df95ab87e15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "layout": "IPY_MODEL_66bf1e54a9734cb9b217feb6b98c2116"
      }
     },
     "923c8046f9e743dba4c9fd19137e0501": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b057b53db75b4639b6a28f9e1abc879c",
        "IPY_MODEL_dc745e02af9b4d809c4306e540d3c0df",
        "IPY_MODEL_a09d50d7d0134fc38f579be5dfd10129",
        "IPY_MODEL_3f6cdfa96a9249a89f884035f662c4c8",
        "IPY_MODEL_4fb56c8938654709a6cd06f75b3828a9",
        "IPY_MODEL_db51a326d16c4c9997d98e16f4ac2f45",
        "IPY_MODEL_87c136e8b44840e6bf028ac048b33f20",
        "IPY_MODEL_c54066731deb4178ba3ad087ecabece7"
       ],
       "layout": "IPY_MODEL_2ffe821e64b040499db2b0d4595a4026"
      }
     },
     "92430e462a2642eea8fc16107fd3f5e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "924e82ff2a664bb88ace5b8dc4325631": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9275188938dd4a229d7a191f80c050f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "927b4d0479334e4f9359042e5302e584": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "92831bf72dd64e97b52610c138683c7f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_924e82ff2a664bb88ace5b8dc4325631",
       "style": "IPY_MODEL_548a76e9159d438b982993c428f231e3",
       "value": "Feature_decreasing:"
      }
     },
     "92971abc37ae42b9a41e62152dff5550": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9297dc42cc5e49caa4fe03e16cf8eff8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "92a57740f19a4d33b52c11367863020f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "92ad8687553d460fa21969dfba5f4c79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_171ebb193e3e4c4985563ee08419684d",
       "style": "IPY_MODEL_641ff67763e74703a99c2908b25ee9cd"
      }
     },
     "92ae31c3927a424bbc025d084f5a3897": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "92b49b34689442799361565451b4648f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "92c1ba0321c646228be746c8430c858e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "92c591e649934358afbe0e65eafa2725": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ebfadcd39d964abb998fe6dd329bb9c6",
       "style": "IPY_MODEL_533292f14c5c46cd8194be17bf2bb2fe",
       "value": "Favorable Response:"
      }
     },
     "92cf4dc5cbd5457da1b6543ac12bc5c2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 1,
       "layout": "IPY_MODEL_725a936377fd4124a2a936dbe6047f1e",
       "style": "IPY_MODEL_3ba95e62e54b46a1a0eaf92d4d89a51f"
      }
     },
     "92dc68f9f6dd49fcae45a9e3853b043c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "92e04a18f149418983133d709f47cb75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_39f3c01bbabb49698df4c3f89a960088",
        "IPY_MODEL_0b296680e63e467c8b7173db890c5d21",
        "IPY_MODEL_cad523b10bea464080ead3aff93bf4ed",
        "IPY_MODEL_099d0d3b4ec1463283464cb3e4898a7d",
        "IPY_MODEL_7f153b796c6f4e8e84afdfa251e4c07d"
       ],
       "layout": "IPY_MODEL_bce675106a314ec99173f75c21ef30fa"
      }
     },
     "92e4eb4ecf5a495bbc2d1e57cc9cf63d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_000d80c929d841cc89caa775ab3165aa",
       "style": "IPY_MODEL_e5062d52067643fbb6e4610d01a8cfc8",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "92f88a4eb8754cbd90060308271dffc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "92fba42f15c64d369397144771ee0a89": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "93119c021ce14a3d9b5a1cb725754085": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1bebfd3169f4454cac7e9d3b597f2584",
       "style": "IPY_MODEL_c50258062f5d4151a0a554f316a5aa10",
       "value": "<div style='margin-top: 15px'></div>"
      }
     },
     "931ca626186045539a3244627ec76c7e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "931ea8474edc4a0caa532ea40c2f4320": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "93261b0edc3e4c318cb3829cfb91e300": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "932c6486cd1b470fb22af53b8911de79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6ceb10c616754c42a2c3735c96a53ad4",
        "IPY_MODEL_734bdcf8e3444b87b45fea4a00aef963"
       ],
       "layout": "IPY_MODEL_20344da21f7943c98fbea87d90af0213"
      }
     },
     "93413e60b92c4455af71dc2b57820dc4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "93497be7582b43e28c9b1c7f500efa73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "935148f4215d4093a918740d9ce3db3c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "9356dc4bcf704014b0bb4442ab3eda63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "935ef898df014f67b157348f516d6374": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6c3e3958b3b545b88a63f42685a32434",
       "style": "IPY_MODEL_0f4eedc3ad7b4c7abcb9a8adcc8fb448",
       "value": "Feature:"
      }
     },
     "9360f4f3a70541ab9750aed3eb41aef5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3583405185174b7bb8cc71f563fe2907"
       ],
       "layout": "IPY_MODEL_28ae8e5ee09c4c0d878f840e0bd398d7"
      }
     },
     "93672f0af1d74e0985b903000f7d9a08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR"
       ],
       "index": 0,
       "layout": "IPY_MODEL_a5c7102601b6437ebe65fec338ff8d8d",
       "style": "IPY_MODEL_07808171e9d74ba595c27fec19fb04ca"
      }
     },
     "9367a9a9d8184257bbf2e8ec511c087d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0a500b6221ff40eb93132b2dffb01070",
       "style": "IPY_MODEL_ac9044a835104acfb7a76961dd13cbee",
       "value": "Model name:"
      }
     },
     "9368a28e0ea34f5f8ff98fd4f1458e00": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "936b990e4d6b428ab12f72c0d2d154b9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9370de574a71466697c9a062861fd823": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "938530b8379443cb882ada4345ec9249": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_de4ffdc6d18144c8bdefef175e9a3908",
        "IPY_MODEL_6694101e4d054e8fa8243be27e5b9b5c"
       ],
       "layout": "IPY_MODEL_a66ea51d366f48e496aa10bcf1df6ef0"
      }
     },
     "93892b09095e450dbf2d97306df6bd4b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "938eab93f18b46b4a0ff32568ebb07ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9394830da06e4feda2d08e85372c75db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_927b4d0479334e4f9359042e5302e584",
       "style": "IPY_MODEL_33469cc93dad46dcbf4aa3b24d2ce7bd",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "93ad89db58b4473cbe4a0a7bf1f5baf2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_c5e258069641429381344a6976b1b337",
       "placeholder": "",
       "style": "IPY_MODEL_d30d016073624b68aee3f374f056d005",
       "value": "[40,40]"
      }
     },
     "93ae748a83104a89bd75378434418a6c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "93ae9961a5034c81a95c944058a99f10": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_908890a4bba44f5081d236bad9ec3aea",
       "style": "IPY_MODEL_28e41f423ce843a89de4d3464ce18da4",
       "value": "Protected Weight:"
      }
     },
     "93af8939d3ca4326bb434289651e4f7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "93b20f5df90440f6b0636b3ee59a72d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c865aee226b54bad83362e0efe560227",
        "IPY_MODEL_de964c984a2d4e6f8db5cf2a990d9b16",
        "IPY_MODEL_0f7d6bf5557548de92274f89e3519cae",
        "IPY_MODEL_289bec5307364edd84e2761c19847480",
        "IPY_MODEL_2a61455cc9a74a69a3e4f95606e46af7",
        "IPY_MODEL_a8aa2c53840f49b9aa40168accdaa0bb",
        "IPY_MODEL_45bf0ef9235a45a3806a8d96992629ee",
        "IPY_MODEL_3892f7c9a6944a1086dcf1b52ee5c112"
       ],
       "layout": "IPY_MODEL_efeb03191be54cd984c7df8bb21b1e19"
      }
     },
     "93b344d5b269461d8eb46a3d2f8fa31a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_68bb7ff6aebf4f73b3d6f66b7650b66b",
        "IPY_MODEL_1353e5506915449a8fec29c6fd27221c"
       ],
       "layout": "IPY_MODEL_446273bc1ea146bab31c849c7518cb29"
      }
     },
     "93b3bfaab25b4040b242191172067d52": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "93bd9168739e495c863723e0e3f151e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_06cf67252fbe4df9bdf4d89d50d89a43",
        "IPY_MODEL_15eef989b3c341439aabe61313b892ed",
        "IPY_MODEL_3b6bb76bdb814034a542fbd7a0b3945c",
        "IPY_MODEL_db08ddbd4eb9441d8c92d069693d236b"
       ],
       "layout": "IPY_MODEL_35c53ec43b3b47f8b8f7dc453f492a9b"
      }
     },
     "93c1cc90233a4bf78b2d5694d15ae747": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "93c9f2bd761c4cc0a25fae416cbbea1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_e70f02a2b5754572beb2503da5714596",
        "IPY_MODEL_e05f0eb7c2b94c72a3bf8932028816d8"
       ],
       "layout": "IPY_MODEL_673ef1268a794ee2b30180342f2c68e0"
      }
     },
     "93d4a5be37324bfcb2020ca4627d1998": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "93dd99794ec749a1b2de1555e940be9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Classification",
        "Regression"
       ],
       "index": 0,
       "layout": "IPY_MODEL_e2c58a6437a544679d63b4f74c588f01",
       "style": "IPY_MODEL_0e9b8556e26b4ea4b1d9993d746e3d73"
      }
     },
     "93edfa08fbf94f96a5adbbdc89c8c296": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f5c071b145644c2eb9be2a9c41a3dd5d"
       ],
       "layout": "IPY_MODEL_bbe3522c4fc04a1390447d0260eda79b"
      }
     },
     "93ff3c0e09df4b1789d45029dd72c2b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "940264a44c4b4ae481a4400bb3de4287": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_efafdd683bc245099d0cc80a91bb3bac",
       "min": 1,
       "style": "IPY_MODEL_9b99861edf12484fa185ae4f14658408",
       "value": 5
      }
     },
     "941575f3d94d4254b6c285e129e35228": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c802edba48ee49739808671bdb0bc543",
       "style": "IPY_MODEL_53cca8e1c66343f1a04005c56a1f0e97",
       "value": " Early_stop_tol:"
      }
     },
     "941cc61f6e6544fdba99748b7309c81a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "942187dd0f454c21b69a011ef7e92cba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "XGB2"
       ],
       "index": 1,
       "layout": "IPY_MODEL_66eca80fe7a04c838c91a42bc6d67c22",
       "style": "IPY_MODEL_41c3f4e0bb8a4f538d5a3e39bbbe4886"
      }
     },
     "942bca027d9e4ea8879cef27d2c298e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "9433b712c26b4699880f2ca35da46fbb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_eeecdb0d4da74a63ac15d5124d0c99d5"
       ],
       "layout": "IPY_MODEL_a70cb3312c14408cb4c85836ace4061e"
      }
     },
     "9452cf932e19433ea94f5ff5d9f798d9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b3e89731be104267b589a3c3e8a5b41c",
       "msg_id": "e9c085d14f754f2794499cf457bda5d2",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "1be6d9fa31e745499fe618a70dca1943",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Box(children=(VBox(children=(HTML(value='<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Response Setting:</…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "9452e25f8dfc4f849e182eee6a2d69a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "94555b15c7c34029988a86a876750028": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "946ab92b7e09432e95c3452ce1757d16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9494e61ffc164e2891353debb5593c09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "94a5af3194b1450e96015c6c92c79f8f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "94a898ed665740fe8c3d8f1c73b865c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "94a93f93d9034ff8af3bd2d29c27c273": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_37b88af3679c4ff18a4c4ab6aac7e5f2",
        "IPY_MODEL_3c2b7f1f070d4e7ba0d769880bf39cf5",
        "IPY_MODEL_d72a3787b5424388962476a1441e1e2a",
        "IPY_MODEL_afef4e04182e4e4b8700d845734f19be",
        "IPY_MODEL_3b7ed24885b84735ae8f2a2a051227f3"
       ],
       "layout": "IPY_MODEL_704dad12dff84191b0419579cc341978"
      }
     },
     "94bc5acac7824b558ed181484cca3b02": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "94bfbbb8308747c5a67e95f3873ed505": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "94c06420bb774a67b4147d095438fec7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "94e9f52ce1c84ec58c49bc3f92d44ee2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_e024942c5f0a470184886e4a6b8bfa85",
       "placeholder": "Category Name",
       "style": "IPY_MODEL_8085b21e28594f62af3d0afd1f15edb0",
       "value": "Age"
      }
     },
     "94eadf54074f4993bd6c1c60fb3f6e99": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "94ef3cca04814833ab6c4815ce99f62a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "950dcabb49aa4a0b85c7760e7ae46d56": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_27996a3184774281bb6054239d63ba82",
        "IPY_MODEL_4867f1f8133f4f02ba40a0ca807275f9"
       ],
       "layout": "IPY_MODEL_61b51cd2062d49debd3ab53647bf47ab"
      }
     },
     "9517d1e0058c410391f11b064ae671f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "951bfb266f524fc9ab43ecb4512e6cae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_977935c766cd43e78c47658dad0911c7",
        "IPY_MODEL_1137b06a086143f5896e90a9bc7f9c6f",
        "IPY_MODEL_1f1e55233cca4e539aa5a37d04809f5e",
        "IPY_MODEL_a00d7c255f7a4624867073b834fdc07f"
       ],
       "layout": "IPY_MODEL_8bf8edd4e9134b60bdbb933070845c73"
      }
     },
     "951c777d8c1f4cceb5df743fa3a506af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_7aa4c480d2cf4040b0e4e7d8d7e20692",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_5485f87ef22b46d1ae6c062143b59e1f",
       "value": 0.01
      }
     },
     "951f3802660e4808b5749eb23945f7db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "9521cc9757a2421c9d7ac82caf388590": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "95351ef923cd4ccf96bb345ceef7293f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "10px"
      }
     },
     "953e099618bd49e29da880676c7d492f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d6fe865fc822486690beb99673ab5e36",
       "style": "IPY_MODEL_723871e8bc0d476d9e8063e2e68803eb",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "95516e213ba24ddfac391e552afc6ed8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "955b1cf2298b4cd0900a29bd3e30a7c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ba53371a476f4cb9b6c1dc883e5da272",
       "style": "IPY_MODEL_4ce6e688023c40119ec42275add19db0",
       "value": "Max_iterations:"
      }
     },
     "955cd3c9b8c34a6fae50f027922de154": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "955ef3de7ceb46918516cab8e1928711": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_33c91d66945c45d6ae8951052d117ef9",
       "style": "IPY_MODEL_fe77311b0d534b7bb54b54bf78fc86b5",
       "value": "Feature_increasing:"
      }
     },
     "956940dd30464894a67de90bc69da224": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_a6074738e7bb4f56888872813af5d4df",
       "max": 10000,
       "style": "IPY_MODEL_3a67d97faa8d466c80fa2fd47f442b07"
      }
     },
     "9569b5ad52ae43339278dc09005056bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "956d15a1f1c842ec97d72b685148032d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8800e65d7229450d88417a05568669d6",
       "style": "IPY_MODEL_61855cf58ab141afa1dddd0f759bab47",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "95745a91fcff42d1ae754d2ee0b12999": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "957abe4fe4b048f0b2ee571dfbd6756c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3576a6a2cfbd4c4ebe79e77891d684a3",
       "style": "IPY_MODEL_0479ac6a05dd4bd4b84151046b140204",
       "value": "Exclude Attribute:"
      }
     },
     "9584eac0bf254d849e37a2a570529d29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d197691d44af4ea984d46da449c86faa",
       "style": "IPY_MODEL_365ab46c9fae4dd8b7b63f378a08bf39",
       "value": "Max_epochs:"
      }
     },
     "958bc240bc7444d99d1367ba9ac41c46": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "9591bd04bcb84dd285331639a10e9798": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9598942c2be24b27a8ec897b2a597f31": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_3c85d66339f74f789a77dfc1bbf12792",
        "IPY_MODEL_808c4d1cb6f745f3bd2ccbb0c5f75256",
        "IPY_MODEL_ff1aac4f4bfb40a992780074cafa9150"
       ],
       "layout": "IPY_MODEL_cd310b3d89944147bfa9001860d352d0"
      }
     },
     "959906c9fec6409d950d909b426512dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "959de240098b4477a9ffe04ad4b80dcc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9a6568db822b47ee8cf49c2edea83c5f",
        "IPY_MODEL_15334a24c916439a818db9a306e264d4"
       ],
       "layout": "IPY_MODEL_5ed5e6c47c2f458faa79f491373b7d79"
      }
     },
     "95a3a9467bf84293aff7817f571d0f79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "95bc39f925904d31bacc5ee6394877d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "95c788d6cbb84e12958d34aca51196b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_44b589e0e65941509a1576c96ef5ecce",
       "style": "IPY_MODEL_c5b55e484dc348029d4ccfd5a5f14770",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "95ca1d2f4c4f4e2fbaabc4f644f61f6f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "95cde9e79be9409c90ad06de5e749a71": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9b07941393c34a0bb3898505760b934d",
       "style": "IPY_MODEL_80b28d56837f459080fb99e25d33164c",
       "value": "Feature_increasing:"
      }
     },
     "95d78b731c774a4abe81af0b86f47abd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "95dac771157b452ba41a2aee6c19f4f8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_30a7931eef38457f88f735f5c528947c",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "c5256c2763b54eaea4fc3f59b730213d",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value='<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>')"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "95ec521b828f4b6db910d605ac8ed86c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "960ec66df5574690ae9395802c7b8c5b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bfca4b92b1344e0ab7e438e318284115",
       "style": "IPY_MODEL_b627eeb49fa447739697855b81573828",
       "value": "<p class=\"notification info\">Excluded attribute \"Minority\"</p>"
      }
     },
     "9631be19984c4d9882eda6950e160fbd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "963fc647d0e449668b4d2a6c86dc96ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9643ed734220411783cf7e52b03588e9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "9646c750a24d47ef9dcead8c8bb2e2ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6a8317727394408cad713b84923c1adc",
       "style": "IPY_MODEL_4df01bc3318d41ceb85e5f85c2526e62",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "96493349d70040a6a9bb42f3c07fb8ee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9661e0b56b7f4f3b95d6b7b5e4ad38a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "96626e0d913a49dcaf09388e573a3576": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "96627195dd944b4a97943c0da6b77c45": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "966b7f15d8024787827d95706cab6450": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d94fd3b2bbbc4bfda5d7ba316d3b442c",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_de8e9e0da5594bb6a295770d8a77d662"
      }
     },
     "96777a2b0a1c408d8f59cfbb14738b99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "969be134d6ab424cbc1dc3369fa79449": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "969e460af7f04106881e691b6b3669aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "96bc00d553ff4e368cbae35aa3f62bc9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "96c8d5d02fa740d3a0faef8560e85959": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_1d119f5f4347499286e0787db6cffeea",
       "placeholder": "Input name",
       "style": "IPY_MODEL_d25084b8f52141a7ab2af60ba69eafc4",
       "value": "GAM"
      }
     },
     "96cb706e243b42d6bf073d4afc2f6fd0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3cee3058c1f44a5b864eb4b57b2aee1b",
        "IPY_MODEL_8a8597730a0149629c407cc98ce6c15b"
       ],
       "layout": "IPY_MODEL_8b2c1c2b19df41eb91d9715f5c3391d6"
      }
     },
     "96e2695d1ac4417b9225e36c5876eff2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 10,
       "layout": "IPY_MODEL_9bf3abba11014d1591534448f55fd1ec",
       "style": "IPY_MODEL_13cc0cac87574916a508626c0f6e68dd"
      }
     },
     "96efc273115846fd889fa90bd2f5d4db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "96fa6cbf72b744d4aa95a353076169d9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e5d273f8bf594548845998c7713154b2",
       "style": "IPY_MODEL_7396f657d05244ed935785c7b63d11e8",
       "value": "Max_iterations:"
      }
     },
     "97012ef3c53441b6af791e214a5914e9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9709e9b540a64953a71cdba7357a1056": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_882b1d59d07a4e43bec0c4bbd09bee99",
       "style": "IPY_MODEL_48a0a09adb5a4425b3372971aea8c9f5",
       "value": "Loading..."
      }
     },
     "9711a8647edb47b6922c5e4327355f97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_150c10ffa33a4d4ebdb2d11b3e360e5f",
       "style": "IPY_MODEL_02da605bb872427293bb7233354b5641",
       "value": "n_estimators:"
      }
     },
     "9721b28b59624428a369f436a1f9ab3b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9725b8816d424101a5ea3a318620bb4d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "972879fbab2546d2b3dd07a7a125367d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "972afe864f4e43caa28d8ac3467a2132": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_0caa6bf31892476dbf9915c2bb339474",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_3f0599cc768842f79bd3de60759b0c05",
       "value": 0.8
      }
     },
     "97395f4b9394453181f5ad5eb7d689eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "97490a0bb33b409ca52f88ef6b13fe8b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "976f8615c89b44dcbeea48c8993e82b4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_27a7ea8bf6b646978efb72e556f3927c",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "97767f0395c147139007760f5fedf715": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "977935c766cd43e78c47658dad0911c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_291cfce679a842a2a85cb4843efa6c33",
       "style": "IPY_MODEL_a1652014a76b491db3fbd1bfb4d238dc",
       "value": 3
      }
     },
     "977e500759dd434d884a3be61fa2199e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "977f99c72f8b40868a869d5485554e2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9452e25f8dfc4f849e182eee6a2d69a6",
       "style": "IPY_MODEL_7041178f92d74ac68fb4c3306bd2ec13",
       "value": "Add Category:"
      }
     },
     "978fc0b76a9e4cc6ab8e1fc4d1280c25": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "97a2df8375a042c792d07dc1038d160c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "97a2e2bcabcc409c8b52a09c09728839": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "97ae39f637a243b49406832388eb2ef2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "97b97dd39a1d4d67abd15e9e96e49d9f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b2ba6fd74d0f4e1b86dc13c7fad8a52b",
        "IPY_MODEL_98fb78990eb2432780f31ee95ab6d73c"
       ],
       "layout": "IPY_MODEL_ed03d6ed136a407caad0fb20c52abfc2"
      }
     },
     "97cc2a0da5b24ac082df2783598bfa31": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "97d6faa36af24fcb820661486c5de313": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "97e00be6ab2149a9b0b52dade2f7032f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "97e1081e16e1477986298d25938a00b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_17818a17a78d44e0a7574c7851b3eca2",
        "IPY_MODEL_d31934b469ac42a890dffc8dafb22f65",
        "IPY_MODEL_06daf12cf5b549248962976444a86188",
        "IPY_MODEL_bb326d9ac6734f13a39bf25f2508514e"
       ],
       "layout": "IPY_MODEL_275c78868a084e0498fd47ff59b741c8"
      }
     },
     "97e21493eb7b48409df85ee9dfb023b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_24e4a591e5354be69dc36e3f1380cdf0",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_74154ccc02ff43f9844c2adfd722e430",
       "value": 0.3
      }
     },
     "97ec667a452343acb61f4657a100405a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "97ee1d5cc12b4b50969686328aa77520": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "97f6a70cc63544cd837a3bf595d9c506": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "981289f7f8d945c9855d56390eb459e1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "981e16f8962346d4adb554be0374e8ea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9826db0169724882a1ca52b6f94c051f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7ff0b349bf7a44aabdde55120336e871",
        "IPY_MODEL_73db2e44dc1e49db8d9811df7f201c14"
       ],
       "layout": "IPY_MODEL_8d65de53924e4ad2943a8df11427f276"
      }
     },
     "983f4d0ee6f44d9dbb3fa8070ee7eb2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_00f441e3e1354f36b3847037d4e308e8",
       "style": "IPY_MODEL_5612397914754243b0a75e438bb880e3",
       "value": 8
      }
     },
     "984583dbda114671bb993eb87b07224f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "98480c5b885944e589f5c57bf96f54aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "984d8da683fe47e9b134ef5cb297477b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_79ae41e220da4d479f53414f4a068897",
        "IPY_MODEL_04df6be39da84bcf8710ab7513793318"
       ],
       "layout": "IPY_MODEL_7e2ab1a2d4204ec2a65507236a3ae0ad"
      }
     },
     "985aebbf24064d36b57b8c0a1badcc9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9862cfdf3e034deeaff304b561caea44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "987c8fc2cbcc4c719d5640ae87624b17": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f30cb1fb4c444b589adb4ff8ffce8e94"
       ],
       "layout": "IPY_MODEL_6c8879aa3ae84a8398d3396e28fdac40"
      }
     },
     "988e7f4a146048ae95b27f11d376e17a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_ffd59dd3b6744da0a794b09bd2d54596",
       "style": "IPY_MODEL_6b988eeab1c24803ac4955d8a1ff390f",
       "value": "0.5"
      }
     },
     "989616b9921a44eebde12263b49c91cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c70a564e528e4354adcd5141a081e427",
        "IPY_MODEL_bbf47746c01f488f99f292a909dbb850"
       ],
       "layout": "IPY_MODEL_8442bb85ebb74dfda56ca6f637cbb509"
      }
     },
     "98a1a56520b049e297c88cee3abf8436": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "98a2c1dcc96641c5a8c9b87829390cdd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "98a320ab2c6b40aea626213e3f8714fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "98b04483179e4764991f6299492eaf3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3dafa2671fa2439ab14974323255a12e",
       "style": "IPY_MODEL_07afaa6e7ee64a249a1b0a4174b0f7d1",
       "value": "<p>Task Type:</p>"
      }
     },
     "98b40b0966934f269e3b1118ddd9ebee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9d8d4fa03a8146e68a4b26abb5ec8eb9",
        "IPY_MODEL_a467572c35524a9682e03905b7d54fe2"
       ],
       "layout": "IPY_MODEL_a3ab6c77843b488fa7c702a00d2e808c"
      }
     },
     "98ce25744d324d02a9b845cc2799f4e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "98d8fdd6f34049f6be34b5daa2ddfb12": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "98df32a2ef464bf09dba20fd345c9d3e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "98e4ebb84d7a4137b426a3f03b8f2894": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "flex-end",
       "width": "auto"
      }
     },
     "98ea7a72bc3b4ef0abf2b4e9eecc6930": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "98eac489d2af429bb504311b6da76f31": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "98fb78990eb2432780f31ee95ab6d73c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_d6c54dc8077041f3b832ffc804e4451c",
       "placeholder": "Input name",
       "style": "IPY_MODEL_474008b87b8e4fbd91e02f336e025e70",
       "value": "ReLU-DNN"
      }
     },
     "99140cd5fc2946d1bdd44b93ddfcd1d7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9d386bcd6ca74436bc5a5b5de5698195",
       "style": "IPY_MODEL_5895627fa07544ecbc72a28cb415a400",
       "value": "Learning_rates:"
      }
     },
     "9917c93ceeec4ce6aec4a51a8c0245ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f75dee5b95a446f0882e6228badaec85",
       "style": "IPY_MODEL_9bf143c8271647bc8c4b65af71668506",
       "value": "<div class='divider'></div>"
      }
     },
     "991e258ee00e4866b31499fdf880aba4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "9929db513f3f4d148dfab34e627530bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "992fa674739940898fef7fb04c9e4b33": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "993cab674b304ac99b8a8dd9c6ef6fd0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "993f7bf2972e48baa03a7d4b9dc669c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_26312552c9b44de99570ebb50db45074"
       ],
       "layout": "IPY_MODEL_d4bd68cf8134445ca2d904932b6a5329"
      }
     },
     "994fcf6768484f9d9875f9dbac3193f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "995b928e165c40bca1eb867d67a010c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card-with-tab"
       ],
       "children": [
        "IPY_MODEL_6ee00140dce042b18d824ac617a68a6c",
        "IPY_MODEL_ac37756e548a488785e7ede295f71e2c",
        "IPY_MODEL_18b338b572d44c5895a7cb7f6f8e2cdf"
       ],
       "layout": "IPY_MODEL_c08e6c478b784bf3bba76a86d903a979"
      }
     },
     "996a5214e85442fab56accef3ffec095": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "996fc2a749a9497b9e82356e80a4b2f7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "99828d70014142898b2035c7186100d9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_44f243a9dcaa4dee868957e61a12a93c",
        "IPY_MODEL_23de51bd26894526820d7ba2f510221d"
       ],
       "layout": "IPY_MODEL_50ec3a3f37b9499c859850f83bda917a"
      }
     },
     "9995abc425404efb8bc2e65b861b371d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "999b27a0166c42b98e12461507a2af73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a20e2affa7a840d29dc88742a9d3a1a6",
       "style": "IPY_MODEL_bca71a139da0489f83adca0558aed645",
       "value": "Data Shape:(63240, 11)"
      }
     },
     "999e36e38a694a63b85b580a4517dd03": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "99acdc550ede4287a12169c26d984641": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "99af802e1c5d4063a10f3105fc6716d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "99b51e3b249a47a1a2e56b8fa188cb86": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "99bbb9e2b8fe42b797a922f04230de80": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "99dadb8ffdb043328210feb325093bd4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "99dd4a7279004d6b940653af88c13634": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "99dd929eb52948848c7daf3ed341eac4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f9f9328b52b64c57a8cd64f1f574d039",
       "style": "IPY_MODEL_80564b5496874d48bd9a541c472b4f6c",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "99ec46a3a8b147d7a0930486039869e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "99ed534ca7494d56be287657e5c31ae0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "99f3f55730614c65bc7ccadaa5d62af4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_baf26f467ff4465abb65069af77fd732",
       "style": "IPY_MODEL_624481fbd8404fa5acbaca86c78acc9a",
       "value": "<div class='divider'></div>"
      }
     },
     "99fa9a730527426ab07c0cf4fe20a5f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b2ced43c77dd466fb0a66e79c2f2e26a",
       "style": "IPY_MODEL_8c7e076182e54822aceef8ef414160e7",
       "value": "Early_stop_epochs:"
      }
     },
     "99ff236bac794efd9f8db02b2b427456": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9a1755c15a834b7fa65f1ac90ab6ba28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9a1c0623bcab4efe91b975068cb9268d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "9a25ef3b7300439797a5af9408dd64ed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "20%"
      }
     },
     "9a2c40155e9e43409f4f92edc3864471": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9a304f0586154da09820acd966ed07fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_423664d973c847eaa460d7ace53331b8",
        "IPY_MODEL_d96ae94952f84ded81bbe4c71efe1fd5"
       ],
       "layout": "IPY_MODEL_666a318aded54c56b989017d1eefbfdd"
      }
     },
     "9a3d642718264b6ab922b47cccf796a4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9a40b9a461784ce3a344e220da3cabef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9a437dffd0e34963bca354c79e3fe82c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9a43f85967294eccb7697566fe832147": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_155533473a10446e83233b67eac4567d",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_16f3c31cc02c49f8933913396ec0fdb6",
       "value": 0.3
      }
     },
     "9a517f4983064714ba76fcfbc507537a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9a5aa6b68f3e41889df5f3d57c4ed1d4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9a6568db822b47ee8cf49c2edea83c5f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f2368575306a4ff09cbb41682131a536",
        "IPY_MODEL_aa4c49cf91814bee88ae9948ea672a86",
        "IPY_MODEL_6834a5e2b0154115aa9134d7064acdec",
        "IPY_MODEL_0ab7a6eba7304400b21bacb1700c2d37",
        "IPY_MODEL_d3a962f0e8da45a79206fa8a440d9faa",
        "IPY_MODEL_427a768de50748279c2816e0a7ff6b18"
       ],
       "layout": "IPY_MODEL_b4f6fb042e44482d83b38d43cf816344"
      }
     },
     "9a71022d29ca4e819e78f36462137333": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bcc54aba77b9467a822176556a7fc829",
       "style": "IPY_MODEL_8bea50e129ad4aeaa2bbed5245402e1b",
       "value": "Max_depth:"
      }
     },
     "9a8529bf194c4f9991b90493d81cd661": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "9a8650a86da743abb82a1917ef76d1cd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9a8d270d56264c62b0fa642ed819c36c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a612a0d1177f4b0eb91ea68b743b3eed",
       "style": "IPY_MODEL_49ae2b365f0f41028c334083bfdc7e1b",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "9a9cfb41e6c4456e914aceda30912863": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "9aa47209336840099426b1fe488b2bea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9aa7344aa5d04c1ba8ccc52dc8a589c9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "9ab036b7a5634f16b72ddc61f0046257": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR",
        "SMD",
        "RSMD",
        "Odds Ratio"
       ],
       "index": 0,
       "layout": "IPY_MODEL_51eec7ba046a4653800313e3fa892106",
       "style": "IPY_MODEL_c2e1ebd048b84d27a2ad2ebbdb879401"
      }
     },
     "9ab2a77477794a728aa2da21ef530f86": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9ac4201ca73d40148118e03ea08f3eba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_05291a5dc9e844e7b35e8d3dc0e09b31",
       "style": "IPY_MODEL_e0bff9d00481446d856f350813e21034",
       "value": "Feature_increasing:"
      }
     },
     "9ac5246085644f3c9407803e44315698": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9ac8b0c576d24ac3ad8a3c8d205b494b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9ac914f56c9f410fba2425c0e326a796": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fde64f5a064548dab34e07893b66f06f",
        "IPY_MODEL_5b0169ac3ba1475ea612e5c425d7c962",
        "IPY_MODEL_1d9d408b47c341fa98514ea65547d11c",
        "IPY_MODEL_6e6b1f4a1b5e4251a0f62b4f1af42ae5"
       ],
       "layout": "IPY_MODEL_9aa7344aa5d04c1ba8ccc52dc8a589c9"
      }
     },
     "9ae393d52a3346e6ae9133337f642972": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9ae74146f7b1423baa8c2d96bb209cb5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "9af2347f7ffb4b5d8dd572cdfe8d76a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9af7fd21a25b4eb1b95023f36e0222a0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "9b06331631e94b46ac5a3fb6d98db459": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9b07941393c34a0bb3898505760b934d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9b154a10d8e94a54a73096db20754be3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9b1625ed79d449d29eada48609539e6e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "9b19806a2d6d49e986b98ccf86048325": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_870f8c17e6a14ab5a72f7a372a33349a",
       "style": "IPY_MODEL_f06dbed24724441f8a590ed0524b32a9",
       "value": "<p class=\"notification info\">Excluded attribute \"Minority\"</p>"
      }
     },
     "9b201e5d7a4c4c2282b4ab9c61755f35": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9b2ef208c39a44099c95c12a31114f69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Classification",
        "Regression"
       ],
       "index": 0,
       "layout": "IPY_MODEL_46d982592da945b7adf4d396b62d5ea6",
       "style": "IPY_MODEL_a44ce3d669844c2b8a7c7dbf5e595cc3"
      }
     },
     "9b302421e836468fa91488223df2b7b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9b584055ca2c4d09a3128029f0eaf41b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fd59f0d3f01e4d0d9cfcd06027ed450b",
       "style": "IPY_MODEL_e6868399af4b4839a89815f2557dbdf7",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "9b64ddfe5c4f4f4390da42a14a2320bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b6f39651e9d14d2993883b72583e96df"
       ],
       "layout": "IPY_MODEL_6f3e1480fbd54897a1fca4f7cde936a7"
      }
     },
     "9b77a7fac6dd4995bd944ecec3c5ae59": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "9b7a8c44e75c48619ab62f3f6687480c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9b8f76dc462d4740ae017849d5eb92de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9b926a2cbc0c4ce18eb2f096fad98307": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c543ab2b742c422abbfccbfb4c372b25",
        "IPY_MODEL_b0017bd1532e4e74a44968cbdf98c7e1"
       ],
       "layout": "IPY_MODEL_603800f84168485e9fb9c0915f580d1f"
      }
     },
     "9b99861edf12484fa185ae4f14658408": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9b9be37ce2ee4119840a205a742aaaf3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_3fb333c9062643b08c85f7563f8871ed",
       "style": "IPY_MODEL_e8616e02f497489dba122a00653a211e"
      }
     },
     "9ba318fe357f44308bdc212f889a2815": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "50%"
      }
     },
     "9bac3ead05b944ec83e40c111a02b694": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9bb4402e8ab84cf98954bf2b8b8d05bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "2px"
      }
     },
     "9bb8aae8da13482ca23615d7267d4af3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9bc71a8ce7ae45fea27a25c18ff6e9ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4344e8599cf5489aaf0c0bf42c4912aa",
       "style": "IPY_MODEL_2fbb0d71c3ff40dd9186a116712a05d2",
       "value": "Outer_bags:"
      }
     },
     "9be3f232817f4afc93ea9e8274cb73ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "9bedab09e32544729ba6ac673a68030c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4a9a25e4bd6d413d87a9c8607ca1ac60",
       "style": "IPY_MODEL_5ebbd10776fe41cd9bb555ecc0c38547",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "9bf143c8271647bc8c4b65af71668506": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9bf3abba11014d1591534448f55fd1ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9bf66f9b093b41e8bb2f292f7960dbda": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0702e80d291d441cbf90ddba8e149bf2"
       ],
       "layout": "IPY_MODEL_e762146946584adda4cfce5515597b5a"
      }
     },
     "9c12e16bfadf44b099ab54b06ddeb349": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "9c1713197c2f4cdc8d8626f741a34d82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0f0f23981f8c46ad8fd9733caa2838f7",
       "style": "IPY_MODEL_0f630cf3c6dd4083a8540c1e1061e80b"
      }
     },
     "9c1bae546a034fc99d942aa1d5e81130": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "9c4cc0a6a3684f848678d4f0508f1058": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "9c5f2fe51cba48318c7082cacf6084a1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9c920b5ab0824fcda9d5cdb159f1a196": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9c937ed7515e41f8ad96b825af128c90": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "9ca3383585ba4e988190f3c6f700fd0a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_115bdc0cdb304225831678db4aa96345",
       "style": "IPY_MODEL_5340d675e63b4700a9197131797de003",
       "value": "Feature_increasing:"
      }
     },
     "9cab25749b824682a1c0bf75f9ff1156": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "9cb33c71a802440092e0b3766d06410d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9ccd3676be0d43ce8e470a12a2ae4ebe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6241a2ebb0d34c19976c563d5447d52f",
       "style": "IPY_MODEL_ab617e20f56546888a7b701f840041a6",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "9cda852c2a8d462e9cb477bcefa96a16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_1d379a5461594c6ca40a6182580a77ae",
       "max": 10000,
       "style": "IPY_MODEL_47aafcf40fd442898701c8f37f992d49"
      }
     },
     "9cdf61bcdd3d48bdaa4914adbd58dcdf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "9cf4ada5eb5d4dcabdf8fd763bf08ea4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_493a3f1da0974fe398252a12e67213fe",
       "style": "IPY_MODEL_2149d37503b64e3299d45867449cd0d6"
      }
     },
     "9d11528b834a42d1b01e8fceadcd9ce7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9d1de86c2a584519bc705c918977bf72": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9d1ef8ef2e0f4266ae9a0587bab1336b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "9d2129da461b435e86336946b9096640": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9d386bcd6ca74436bc5a5b5de5698195": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9d4177be02af4c7993593201888a3fec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d770c21fb6eb4aa1b3264e4796328cd6"
       ],
       "layout": "IPY_MODEL_19ad53ed84bc4f66ace3ca10241afd5b"
      }
     },
     "9d517602de3e4da0b09e2cda5b6b7a55": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9d5a634358e0422cbdf1c3136e460f87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9d6c656e5eed4bd08ccf46947af42709": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAMI-Net",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_0beaaac62029421fa59dc5539d0d5293",
       "style": "IPY_MODEL_01fae096bac448db8226162ecf0b6b65",
       "value": false
      }
     },
     "9d719d0a364e450f96def09c1a0a72e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9d8c23f99a614404ad85307abd681334": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d9fb53eecf544885a0122bc59cdaf47f",
       "style": "IPY_MODEL_34ebc3a39c7a41b8bc8fd9776c658e65",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "9d8d4fa03a8146e68a4b26abb5ec8eb9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model"
       ],
       "description": "Model Name:",
       "index": 0,
       "layout": "IPY_MODEL_3e0015e6988545d2a463e381654e282a",
       "style": "IPY_MODEL_c2c480ba9a5443d9bacdeba2e765ded0"
      }
     },
     "9d9176d2a56c4303a32b81cc1ad3e204": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9d96d7b000954f00a766b1005bf4e61b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_73af3e513a9e49ecb7e70c61d4b4c391",
        "IPY_MODEL_64d147379e3a477591758bca40e9d01a",
        "IPY_MODEL_66f634183c844bf9b2c074520702c92d"
       ],
       "layout": "IPY_MODEL_45a375c953dc435092566e320f7e0478"
      }
     },
     "9d9a7c410a6e46e69bd2c4e0410f5887": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9da055cd44ea4d12b9e2c4f5c7616edc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_0ae1fcd866c541098504497d7c75a68f",
       "style": "IPY_MODEL_dd990360144b4fd9aecb5d12240046f5"
      }
     },
     "9daca91fba9b47b7ad28c5106eefab63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9dc9f65e07a14643949a62cb3ce5e21c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9dce1c027f4b41a68da02b3be4153962": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_32c1d20fbc7641299ab91d49898270f8",
        "IPY_MODEL_fb69ddbc49984a3e9fa8cce0cbc07268"
       ],
       "layout": "IPY_MODEL_8d4ba5d0a3ea4f8d9fb57137cf316d39"
      }
     },
     "9dcf4b3974e8468793d50e61a1dfec4f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9defe53afab5463da80c380327c8e378": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "9df01d6952df47ea97c98380d81bcada": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9dfe7dd618fa490d95d6455f74e9e52f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0918f31d519b4622a3e94f3020082fb1"
       ],
       "layout": "IPY_MODEL_3c91d6519bb4460dbed48a0fc524f072"
      }
     },
     "9e07e4448a304242be8be62589335ba3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9e095db1087243e08a0be7239b422b41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "9e14783569d44a0287fff5ee5105f8c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9e19dbf480444a38866e5606fd7860ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b0a05604863446d7baa44f86f688f28b",
        "IPY_MODEL_faa7be92972540b8ae077910bd57fdfa"
       ],
       "layout": "IPY_MODEL_c602ed2febb64cd990af63e7bc61da53"
      }
     },
     "9e2f892540c247378e88fea05cc87cc6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "9e443f182f1a4812a683467c5759c211": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a8f3327242be4f1484961f7676d6ed70",
       "style": "IPY_MODEL_5b1cbb568ab9420ea42f6bb4b95df985",
       "value": "Early_stop_rounds:"
      }
     },
     "9e654872d2fe46f3a3c2ac579f6bbe9a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9e65e96c53524eaeaafbda88fef6415c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d58cb819f3f2455586af54725f949ba6",
       "style": "IPY_MODEL_5766b93c52bc4aba800aa14d881d9eb7"
      }
     },
     "9e6d59e2abe8406baa26c787f59429f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "index": 1,
       "layout": "IPY_MODEL_26e24167f7574e498834b8ded722b5b3",
       "style": "IPY_MODEL_758a54cd23b14ba59f720cde0f2cb6e7"
      }
     },
     "9e720de39ca64cda9f14bd9d5da46a97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6907cb36553b40c7ba6c043953170083",
       "style": "IPY_MODEL_6257efa4209a491a9ea252c45b90ac1e",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "9e752eb5663b4fc8aaebcc7c4473d730": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9e77342af6664a8ab05632df8105ba4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9e915f22367a48f095c533ed29e904c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "99%"
      }
     },
     "9e97b0e0e7954a4daaf929886958dd7f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c8ea99534b5a4637a3d808ee389f7b32",
        "IPY_MODEL_28edaf88c0394505b4e22ac172d8938a",
        "IPY_MODEL_50f8f1ad9d5c4bd19bce80188ae2c597",
        "IPY_MODEL_777e05820c6e487eb3d497d41c490fed",
        "IPY_MODEL_268da55520b042c0800a07b5f43573aa",
        "IPY_MODEL_08e28568006649d487cf89200d4fcb4e"
       ],
       "layout": "IPY_MODEL_ef21f79481164e89b3e2e736e024c920"
      }
     },
     "9ea99b144513482d9ed9fdf3a5d6ea78": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9eaf2cc6884c438888007e5bba1dfac0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a50f085e9dcc42b9a2e3e75783fafc23"
       ],
       "layout": "IPY_MODEL_cc1025e383cc47aaa01584b5170fa9d9"
      }
     },
     "9eb30247b39d439f9401a3afeb6fa194": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9eb95e34f8414144a391bb0cbf0166e4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "9ebb1346b8644712ab80c8ee08d7d48a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9ec3792ac56143cc881abfe62f6021f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9ee053aaedf14d43b1886a26f763d51b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d45c81fac0de475c88ec217eb61904ec",
       "style": "IPY_MODEL_c8ffe4a20eda401f96bc59ffedf84f96",
       "value": "Early_stop_epochs:"
      }
     },
     "9ee4540e87524a448baa8d0444f823fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "9ee68a54d29f42a08f72e0c1f9cd2af4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "9ef33e4a69e0485e9e44d947c61c1ad6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9ef52855bd5344aba65f8137dc978bb9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9ff140753d614d19a7dcb65fd80335c6",
       "style": "IPY_MODEL_ebaa441f7d48485688f36c8d56d77203",
       "value": "<div class='divider'></div>"
      }
     },
     "9efce2cf7ecb4e4c9f1b4a3c2d277975": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "9f06a62d3e2b49d3920afee36dce5ea6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9f0a548b64d149dca2a961e45308aae6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0a6bf84b5e83457ea016530da691a658",
       "style": "IPY_MODEL_4a69d99b5c2649fca8625822ca855902",
       "value": "Min_samples_leaf:"
      }
     },
     "9f161d9887f74ed9829572eff558ef40": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9f1fb6e5c7304373aa17cac967ac013d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9f31efe849594ff59e34df11b8bb8522": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bb174c7215b543fe888e3c04a3dc371e",
        "IPY_MODEL_8328017b3ca347e694a3c115e69df52f"
       ],
       "layout": "IPY_MODEL_f7d8023fd879413f8c2e939c54aa5ef1"
      }
     },
     "9f350f531cae4a2d8bd75cc50d70bb4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9f4c404730574cb6987898355344f91d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9f60e8d8549d436e9736069db6f80373": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9f6372e74e654c0cadea0b7fe4cd4f4e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "9f825384a40e4f5589fd9754815d2c41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a8f502a5215b4a2fb1de99c708f98356",
       "style": "IPY_MODEL_66d1ef17a75844769e933a9fb7f5be08",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "9f8519cc5c674a1a9fa408035e27425d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9f8a225847b449c0843bd08425395122": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_515e0b8e654a444a8f05e3f8c0e78603",
       "style": "IPY_MODEL_d12e92cd2e9f424c93de3ebe9225dd18",
       "value": "<div class='divider'></div>"
      }
     },
     "9f8af8058398495eb6dff513b93a4e09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9f8bc201682c4decb0db8e9a27cd4b19": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9f989395ef2845c1bb7a12e50a3ad0ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "9faf9d7355b04129a663e49ffc2268a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fe269408596c43938bc16ae3eecf8cfa",
       "style": "IPY_MODEL_34f362e18beb4919a49efe1d332669a4",
       "value": "Feature_decreasing:"
      }
     },
     "9fb3b01c39294ac8b7b2ded5e8673a5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9fbca46118ed4a73b8a0d19f5a02704a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_222b6f80a87847dabb4769d3df0eb810"
       ],
       "layout": "IPY_MODEL_6aa513493cd7460d85dc73156c16a5d8"
      }
     },
     "9fbde83c5e654185a21044757a7c03ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "9fca66f24c8142c4a1419c5e75a3f224": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "9fe74fea70e3478a92a7cc285883d5d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_44bb1da2d73f43788b43c7fe2cf4751f"
       ],
       "layout": "IPY_MODEL_c6293e65cffa4eacb64c0be0ad73ce09"
      }
     },
     "9ff140753d614d19a7dcb65fd80335c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "9ff34e8258ad4bc4b9149481abda548b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3fba3345157d4c67a1d04c1588bb5899"
       ],
       "layout": "IPY_MODEL_0c4097e6558e49c9966b59bd461a7153"
      }
     },
     "a00d7c255f7a4624867073b834fdc07f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_38664d6c196d40cd8ff70210b4b5749e",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_8cef69c82ca5464584f0576aff8c346b",
       "value": 100
      }
     },
     "a04eb856972048f1a91dd6fa6449f1ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_9a8529bf194c4f9991b90493d81cd661",
       "placeholder": "Input name",
       "style": "IPY_MODEL_b63c73b237d54062af016e26bb99cfb2",
       "value": "XGB2"
      }
     },
     "a06023cc29fd4ab2ba2aee2ce0c61903": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_c0ccc536c0fb45d298c597d3932da26e",
       "style": "IPY_MODEL_ef812fb452014037ace1a3f7e2d8d6f6"
      }
     },
     "a0638b3c60034262b3f141fa019e72c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_786d268362d1485b92f1ec7952b0227a",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_5ce7bb04ea5b4210ad0ff988287e4d4e",
       "value": 1e-05
      }
     },
     "a0710ee645ee4ea298afda43fc9639fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a087d7580e6840009dfd19abf0369950": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_795f617487754221a7fa1e2e8fb42b44",
        "IPY_MODEL_2b91d990654d4e48a214e23c3ce7c6cc",
        "IPY_MODEL_cdfca9ac724147d58a0ed3bec3acdde9",
        "IPY_MODEL_0fe5a2955926461ba9e0c30c721dfd9c"
       ],
       "layout": "IPY_MODEL_fd44314282d542bb90e8c28d3631b5f4"
      }
     },
     "a09c9504772240cb8b5cfab66cb0ac84": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_a8b0f1092c92429a95c3b3ed8c9bb9db"
      }
     },
     "a09d50d7d0134fc38f579be5dfd10129": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8cf0220b8d594c14b95c41f72e9ba8e0",
       "style": "IPY_MODEL_3388477bb4b54ffdab6662fb98a662a7",
       "value": "Learning_rate:"
      }
     },
     "a0a9e36d31be431b8cc257a3e3c766ae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a0ab89553e564a288e7fa4b90df6bc9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e8b6e3782d9e41438d1d6dd1e5ebf40c",
        "IPY_MODEL_f8b57902d18a499292aaef51f8860487"
       ],
       "layout": "IPY_MODEL_3bf3174e9a554a0eb4da00abd5037481"
      }
     },
     "a0ae658ddfa949b5aaac24333eeb6422": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "input-width-with-parent"
       ],
       "children": [
        "IPY_MODEL_8ec17282e3c046d68af77e658c9fcfb9",
        "IPY_MODEL_9ef52855bd5344aba65f8137dc978bb9",
        "IPY_MODEL_d73ab84fb9d741ff87b1f3e8c92dbadc",
        "IPY_MODEL_a2e6024a258a48f487b5ab59279d8f9a"
       ],
       "layout": "IPY_MODEL_89a152c832b442c192c8210163f583ff"
      }
     },
     "a0af3e9e07d9406c909d2bb695188fa9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "a0b7206a2d59421885b4bd4aa23e8477": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "description": "Model Name:",
       "index": 1,
       "layout": "IPY_MODEL_174c15ec1c0644b4a40d27ea92a9ced7",
       "style": "IPY_MODEL_4530b96167cb45c1981eff1c7c5f3ff7"
      }
     },
     "a0bcad2427d24b5588e3f7870a4b5f65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_6d93e078784140b68de459ee593da07e",
        "IPY_MODEL_5e08427035e9499590b6537031727265"
       ],
       "layout": "IPY_MODEL_9929db513f3f4d148dfab34e627530bd"
      }
     },
     "a0db431dbc974468b99dcf4e7ecb845b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_054504050cc8409a9566f1f7cf7e6659",
       "outputs": [
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <tbody>\n    <tr>\n      <td>Excluded columns</td>\n      <td>[Majority, Minority, Age &gt;= 62, Age &lt; 62]</td>\n    </tr>\n    <tr>\n      <td>Target variable</td>\n      <td>Label</td>\n    </tr>\n    <tr>\n      <td>Sample weight</td>\n      <td>None</td>\n    </tr>\n    <tr>\n      <td>Task type</td>\n      <td>Classification</td>\n    </tr>\n    <tr>\n      <td>Split method</td>\n      <td>Random</td>\n    </tr>\n    <tr>\n      <td>Test ratio</td>\n      <td>0.2</td>\n    </tr>\n    <tr>\n      <td>Random state</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <td>Train test energy distance</td>\n      <td>0.000118</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a0df5f1d0dbe488c99225213bf080a1b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a0e36e2fa6ee41fcb65ff0668edf368d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_000336d21be344e8b8bacab4d224ba01",
       "style": "IPY_MODEL_afe7b495a19b4920965bf48b0e7ef209",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "a0e873d1c78d4503be2fc248be812e9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_11dcfd35b7ae4bf9a20a566c21b4a605",
        "IPY_MODEL_96cb706e243b42d6bf073d4afc2f6fd0"
       ],
       "layout": "IPY_MODEL_a7b8d36d79ee4123b942f8bd0938a106"
      }
     },
     "a0ebba314800491a85737f26ed8d08d4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a0ec3839f8314368b51da8821aea10d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a1033f37702f4241a5f375540beca19d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fdd2f5f1685d4666b0e270e51a925c97",
        "IPY_MODEL_e2bc09d2a32448e1a0344745308ce668"
       ],
       "layout": "IPY_MODEL_0764294b4e20413795b99a04f257cc06"
      }
     },
     "a11387a927934c7fa956b6e791db89e8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_984583dbda114671bb993eb87b07224f"
      }
     },
     "a115f6ebd0ab4d939d6eb81169839e48": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "a12ec2d7f23e4287b3f79711f81fbe40": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a12f592ad6c542f18b5e9588d25b09cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b601420330084b4e93af626e618ccb3d",
        "IPY_MODEL_f3456ea7df354a058e6331063290149c"
       ],
       "layout": "IPY_MODEL_2318299cde5248a0b118d2c2f7f843ee"
      }
     },
     "a147478d145e46a58be38731bdbaf8c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a1561f79bd114b45a6c293cd82ca81e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_04b140de5c6f41aa9cb172c37acf7d28",
       "style": "IPY_MODEL_cfc68cf66f85437e8569c9f87f323b9c",
       "value": "Random_state:"
      }
     },
     "a15f53045f7d4f48b71be2e69c12ac69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d26a43713579412389be202219baba01",
        "IPY_MODEL_bb85930e2b35483894210254604723e6",
        "IPY_MODEL_b2142d831ff74f97b4a7c07d12e97434",
        "IPY_MODEL_c3ce8073f2e44b68b35aa343568d4b0a",
        "IPY_MODEL_0dfac79b050b4cfb97e37b7f0b3fa0f8"
       ],
       "layout": "IPY_MODEL_55e206a50fcc44328e9cbe0ef9b9a1eb"
      }
     },
     "a1652014a76b491db3fbd1bfb4d238dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a16ce945ec4b4cf0ac6d9a0267d8cd83": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "a1772dada5a140eb990e140fff957c8e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8e9b4a7320bd4f0d962830e3bf9250f1",
        "IPY_MODEL_bbe893a86a144892b485439675e7f349"
       ],
       "layout": "IPY_MODEL_3cf8b3e0831f4b47a7dffa63507f198f"
      }
     },
     "a177732332644eadbcd79c7868c37fb4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a1ac04f0a62e427d89584233749621a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_69010572524d459197fbeac76a487a49",
       "style": "IPY_MODEL_68ebb21bf70f486d8addd8e4fb626a6d",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "a1ada6612e0044d69abfeb7371e99d83": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a1c65a0de37b429e858c2b584b36946a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a1d8ed35ad6646cdbca399e2fe094dbe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "a1db3f646c3e43839eed17acdb5285e9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a1f84ac3cd5d495bb8d37b9d8a910122": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d7e2d0afda9c4dafaf6d1daef651a627",
       "style": "IPY_MODEL_a8665e0f81dd40a58bd9ad8f85991094",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "a1f95827f9b2482c9a7d796588588e70": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_35dc3646e7664f63933b744ba1ee83f7",
       "style": "IPY_MODEL_f97ba3b525e741f5b78276ff13aaacc5",
       "value": "Learning_rate:"
      }
     },
     "a20e2affa7a840d29dc88742a9d3a1a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a2192af173524863b6940307521f5af8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a22a973a6aef40e4a2703f50797ee93a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8bb4c4ccbe644a0492815126b0a00260",
        "IPY_MODEL_983f4d0ee6f44d9dbb3fa8070ee7eb2d",
        "IPY_MODEL_67430ae395de40f28aeca6235ab79e1d",
        "IPY_MODEL_fcefc8525c07439fb9fe221145959c29",
        "IPY_MODEL_6561ad26bfee4adf84633dadcf7266f9",
        "IPY_MODEL_87509d8c921f486dbaa858f96a60fcc0",
        "IPY_MODEL_2fe4765407fe451e9cda58e9be70deb4",
        "IPY_MODEL_a668eace16c84d64bd13acdf02b5a6f6",
        "IPY_MODEL_868e9ba0abb44b9897e2697b331025eb"
       ],
       "layout": "IPY_MODEL_dc1c679aece9436eb877b840635937b9"
      }
     },
     "a23175f64b5041d4bb1971ae111b9a0a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0a4e33d83e1a4a1fb76ab180b2728f70",
        "IPY_MODEL_2931d1c8f1684b8c831d9f1126aed0d7"
       ],
       "layout": "IPY_MODEL_e8f840d272e54af19662f65a0a04cfae"
      }
     },
     "a2365503c91a4689bd4b23aeb5c183ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "a23ac73daf2a47a1b0a64387689a52b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "a252e57af4604c138610626282e11457": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a260a3cf85a34978b3c0b0952203e842": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "a2646a0a98274016aeb3353211737637": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a2ae05fae1ab4fdfac8ce80bae2d5838": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "a2afec2c15324158a6d775486c2a4ab9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a2b50fb403504cbe96f240d1f6174db3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f39f3cd4a1b641de8bb417cd6b270d4d",
       "style": "IPY_MODEL_564a3451dd154f15a903c6af778d223e",
       "value": "<h4 style='margin-top: 5px;margin-bottom: 0px;'>Registered Model</h4>"
      }
     },
     "a2b9644db97743caa599576e6722e68b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a2bec9063c8844358edccc62f7897b63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_56bb713c62024909b1769f5fa9ae07ba",
       "style": "IPY_MODEL_9009a2c823f64bdc8797b85247ecbee3",
       "value": "<p class=\"notification info\">Excluded attribute \"Minority\"</p>"
      }
     },
     "a2c3afef67514fe88a8fe28eb5db11a0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_218a1ca6bcfc48adacd55d75f540df6f",
       "style": "IPY_MODEL_3c1ddc69388b45a487411fc0c94f1654",
       "value": "max_bin:"
      }
     },
     "a2cf0ceae50442afb231128b49474912": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_57505e973ca348d6a0f0ad52400c863b",
       "style": "IPY_MODEL_4cac6bd104b6456d97d76d9d61fd28ef",
       "value": "Max_depth:"
      }
     },
     "a2d9f63136ac4f5f810fc5e98cdb3778": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a2dbffd04b8f460f857bb75d472ccc51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9ac4201ca73d40148118e03ea08f3eba",
        "IPY_MODEL_1d28aca5e7444e22ac67c7255104297a",
        "IPY_MODEL_d24ba9e9c7bf49aeb124d2f2909a5c00"
       ],
       "layout": "IPY_MODEL_acf1c179a4c548c6891c9fa8fca32906"
      }
     },
     "a2e6024a258a48f487b5ab59279d8f9a": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8b4af76314b340908a02159bf16a23e3",
       "outputs": [
        {
         "data": {
          "text/html": "<p class=\"notification info\">Default Data Preparation Done</p>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a2ef48824b2c42f8bdd58aaad87dc894": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_185b7ea3d0874175b0c6c875708beaf8"
       ],
       "layout": "IPY_MODEL_50555d6b6c694bd486f2cea399eea327"
      }
     },
     "a2f06641bffe41c28a4af9c28bc2a1c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a2ff911e8b904f8f98ac7b95a1f6a1e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_37186f1d0b944bc4b209ae57eb7739b6",
       "style": "IPY_MODEL_c72573c78eb7462e8c7d80df5f3b1267",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "a302f0853c4d4e42a03727581278a3b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2e3856a86ed04fa697617067818c7c88",
       "style": "IPY_MODEL_dc399ebd01354dacb8dce7f5147fe33f",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "a312b4e61b7c4af5a5b81707493df72f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_78c97fd758de4e95a5f4d112e641cb74",
       "style": "IPY_MODEL_9ab2a77477794a728aa2da21ef530f86",
       "value": "n_estimators:"
      }
     },
     "a32d4a862e6445709a6dfc997f88604e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "a357abeb661442daadc28d95c6782375": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8dc6bc851c2848108037d973e7aad8a0",
        "IPY_MODEL_6ea16cb81c3d46fc8738ce27e6698afe"
       ],
       "layout": "IPY_MODEL_ec60eef197234e5d972ecd6717c9e1c9"
      }
     },
     "a35bd42821494f609e80db10eb47cb69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_98b04483179e4764991f6299492eaf3a",
        "IPY_MODEL_8c0756a197164bbaa558ba39e3368394"
       ],
       "layout": "IPY_MODEL_87b0a481fb23475ea3888a4e2f47421e"
      }
     },
     "a3602260b3b3421a92058a76f81b8773": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a361ddf719c24e36b06041e576bc3b3a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "a3655e932dbf4a268339703ad5851db7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_0bf6e5d455f544f699efc37f438881f0",
       "max": 10000,
       "style": "IPY_MODEL_6564dc8709f14ad995f1ce6054aa5b99"
      }
     },
     "a373f28907aa4ac19050ee9a7d2b3a79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "a3789aaec23142638c46f485c516d6fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a37a6bf6c0f743c5aaa8af1271589612": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a087d7580e6840009dfd19abf0369950",
        "IPY_MODEL_105a5945d1da4aa5a9de460224fb5853"
       ],
       "layout": "IPY_MODEL_cf74aa3e2c414c9882a4c3ad9d0fcec0"
      }
     },
     "a39b3e998f7943d7a5773b19a42ae5f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "a39b85d749c348f199e4911c98c386d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fb48550dc8674003bd6d73eed33673a2",
        "IPY_MODEL_6fc16ec1db5b4b859069bd448a8e99e9"
       ],
       "layout": "IPY_MODEL_7f728219f3324ba481603d354d7fcdca"
      }
     },
     "a3ab6c77843b488fa7c702a00d2e808c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "a3af69f12ca14cf294e90354eeba9772": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_14bb3a9ce6b8434ea73df7b5b8ca7237",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "84ba9bae52c34ee491ea4c05ef3d744e",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a3ba473567f540d89aa317923473c407": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a3bcf019ee8b41eeb02570cda494883e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a3cbb9b1dc0f41c0aeb21806f51937ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a3cc9389ccf74fd5a4b005273e7bada4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_832d9a004aa04e28a1e0dbadc629cf5d",
       "style": "IPY_MODEL_74cc7a843e02466ebd280b9bc46398f9",
       "value": "Refit_method:"
      }
     },
     "a3d210fcab6a44499e9ab8d1fde79b36": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a3d407993930422ebeb2de78bc29f6d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d0607b7735bf42d7a5fef9b016e583ad",
        "IPY_MODEL_3e22221eb2cb4bdab2891ab6f64a56bb"
       ],
       "layout": "IPY_MODEL_4f69c95447f94cd7b274ad1cb7204925"
      }
     },
     "a3d97cad205d4839b9a282643e4287b0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a3db282f2028447e82c25dd3de631a61": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a3e9f0f35264473d8094f4d943e0f767": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0951c1351a13426eac85a8e75ba57a9b",
       "style": "IPY_MODEL_37447e5fe9c6429cab4955a86f043708",
       "value": "Threshold:"
      }
     },
     "a3f80fe6c0d840ffb794d6b4456b9a81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_84e8fb13a1cc4bf9bfc33d7a1998e0a8",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_c6e6859af97149278fbfa3275be862af"
      }
     },
     "a3f8ea7a426d4e47822dc8970b5ed526": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a408c3bdb5c84bee80005b721e1139b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a41eba76a98d4c5193e41bcc00b2e468": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a42cbb2677e14a30ad28285c246cf3aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a4316cec48dd464082c68a53633a00dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bf10c064302f4ec28837324fee04c53e",
       "style": "IPY_MODEL_e6be04fd4aa2491f90b961575b669fc4",
       "value": "Feature_decreasing:"
      }
     },
     "a4365ba781794594949bbaa42a810376": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2f0dfd353a794074946ea1b34b14e918",
        "IPY_MODEL_55c1fb7701a04e1180a964b5df6e0d80"
       ],
       "layout": "IPY_MODEL_9c12e16bfadf44b099ab54b06ddeb349"
      }
     },
     "a44ce3d669844c2b8a7c7dbf5e595cc3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a45fece6f74a4425890ea43009b4a1ea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a46450f4245e44cca8376a35d91c76de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a467572c35524a9682e03905b7d54fe2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_1d2811f76d8d456ea7605fb405dd3c41",
       "style": "IPY_MODEL_a4a9501da6584a48b2e314645d8d5bc6"
      }
     },
     "a468197e022642648e9e965353c34a0f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cb53069b614241c1ba0de2b6b11fa63f",
        "IPY_MODEL_285fc58893da461587eb6162f0d515be",
        "IPY_MODEL_8b03797d7aca4a409e31fd8aa45f72cf",
        "IPY_MODEL_0d52260dc7724cd2ad6bfd67eb430403",
        "IPY_MODEL_ab3a0bc8dc4a446b83a6dbe5ca071115"
       ],
       "layout": "IPY_MODEL_5d1663c4e8a14b519b7758de02a4886e"
      }
     },
     "a46c36eace274173ad9cdfd07f35c766": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a473d70b78294ae2873c92b4e8db5ca3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a47b4f5685f749dfa845b02768e2346d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "a47cc37b93204f6087143fc242cf7924": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a47d8df9916f431fa655379e74be79c3": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_0cf3dae965104dc39f25efc1b873940d",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "8298fb48f82e49e7a667344685b87ab9",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Rank Metric:', layout=Layout(width='55%'), options=('ACC', 'AUC', 'F1'), …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a4842b84a481409bbc5f2e9d82854d8f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "a4862797b7e7473ea27223c497c5d849": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_7a6abd8ed371469699f7112e3953c91a",
       "placeholder": "Input name",
       "style": "IPY_MODEL_3e42b3662d824065aea24e572ad10605",
       "value": "GAM"
      }
     },
     "a48b2ca7a9b7497d8f45cb04786b4210": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a48ee9fe128f45eea747aee63b2ae536": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a495622e5a5c4b2bb603f12dad00fbaa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a49c4e9cf1bb4e10a710aa4d47a49078": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "a4a1583668d44ae398bdabd22ecfae7c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a4a9501da6584a48b2e314645d8d5bc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "a4b037f4b0964d51bc4ef51a4d1b6a2a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_477f5b0b50ac4e17b882f769a68b897d",
       "style": "IPY_MODEL_51861a031e1d41cf9ea7b7c4d618374e",
       "value": "<div class='divider'></div>"
      }
     },
     "a4b7ac4683e746cfa3c4cbbf5eb4493e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a4b7c433a27249eb89b9925cffb40a9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_212ed51725c144d69bf6d3203bf62248",
       "style": "IPY_MODEL_4284bdafbf3d4a9fb0bb0e6a44982516",
       "value": "Feature_decreasing:"
      }
     },
     "a4c4e6dcc50443a1911ac345878592d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 9,
       "layout": "IPY_MODEL_f3ca8786ad99423299206f71ffa5a83e",
       "style": "IPY_MODEL_594b3144cb8441819c081964ab488ce6"
      }
     },
     "a4d3f4834d0c48eca5db780dd6753ec8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a4daec0a0e4c4d068fbc6589d00f6fbc": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b7861397e575440a98f163eafe5bbc72",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "74544fc4fb0e4ffeab44d176bd2f698d",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Rank Metric:', layout=Layout(width='55%'), options=('ACC', 'AUC', 'F1'), …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a4df9b3933644f178589329f9ba4c351": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a4eb4f09bd634ef4b95f7ba0d78f069f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a4f27705f13b480084bf3c9c610a4df4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a502351f23d845768eaa29c99170fe1c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TabModel",
      "state": {
       "_dom_classes": [
        "data-summary-tab"
       ],
       "_titles": {
        "0": "Numerical Attributes",
        "1": "Categorical Attributes"
       },
       "children": [
        "IPY_MODEL_91cc5437990746fcb5a2d26bcfbd7473",
        "IPY_MODEL_434a8fd5e9cd428cba7262488aa29241"
       ],
       "layout": "IPY_MODEL_7f63ecf58fdd4379a13d104ffb37407c"
      }
     },
     "a503cab7b252463a8ae9fed57640c99b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "a50f085e9dcc42b9a2e3e75783fafc23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR",
        "SMD",
        "RSMD",
        "Odds Ratio"
       ],
       "index": 0,
       "layout": "IPY_MODEL_c4c0c746a0a34d59b39daff8c6e60498",
       "style": "IPY_MODEL_34ad9fd95b4d44c1aa6c5350d562f35f"
      }
     },
     "a5124a0f0c2b4e0686b9b6452f61717b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "a51923b2b4504aa0ba8b67591701c103": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a51b3535f7b24c1bbd84fd241814c447": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a527811f4da54431b578c8bb1555d32d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "a528dc25a57545ed9a63a27bb1648f6c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_66364af8bf1041d6851fdb0ae81c2240",
        "IPY_MODEL_b6a825f280574c58924bea1d9c3d1c85",
        "IPY_MODEL_726d0dabcf03408a882ac58d16b3eb3e",
        "IPY_MODEL_2f4732c354794d4bb9e536d960501916",
        "IPY_MODEL_0ab4c0bde2e141ed8c80f0ad46585840",
        "IPY_MODEL_ca0e6fd607eb4802ab5502eacee450cf",
        "IPY_MODEL_f8fb670b71704bcba1afc730252efb0f"
       ],
       "layout": "IPY_MODEL_1b5985d923704914900600e4bc1a363d"
      }
     },
     "a53bd82bb3ff41fd8cc59387cae12cb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a53d353249e347499632fb9f7c7b183f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a55af774110f481fa8596c5e17996d4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "UPDATE",
       "layout": "IPY_MODEL_18b0198690b347ec8440aabd9055ec01",
       "style": "IPY_MODEL_c308a70570f24d84a5ed7fafcd8d61f7"
      }
     },
     "a56312a56d32491d97b7a664a81f2b86": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a56ff54d634a42bcb9cf1b96a5c6d700": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d08b67fcc7da4e35b09df0bee24b6c94"
       ],
       "layout": "IPY_MODEL_339a9f119c154ff1acaa8759599a33cd"
      }
     },
     "a5709097b1ec411fa09e5563b49c0f1e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_85f6c103af9244ca817c689bc23e15df",
        "IPY_MODEL_4a2d6816dcd9485bb101a62c3b7e98bd"
       ],
       "layout": "IPY_MODEL_64c94b23864a470991ed92fa652c5d7f"
      }
     },
     "a587660c7f6d42e68eb5e2eccdc26a93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a58eafdd378244be9675e390dcf2e6de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a599bc93d9bb478e9681e3e74a4abbe2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b0cbd32bd0dd4691906d50d1ac3c69a2",
       "style": "IPY_MODEL_6c7939aa07474a6b87030eded59a96a8",
       "value": "Loading..."
      }
     },
     "a59b0bc613734745afac7dc0b989a91b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a5ab59fd0e2c479595e959a057f2c580": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3ce5c2d0e7c4415b8261186702d48dbe",
        "IPY_MODEL_772e9a366e1a44d580d919b6bfe604b5"
       ],
       "layout": "IPY_MODEL_ca90ac1497e649bdaf1a8c5755a9723f"
      }
     },
     "a5b81c08ceca4b818aa84c7e5bab52f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b4bdf0a9819540879476ac33487b383d",
       "style": "IPY_MODEL_82e41173308b4672b793babaa525698c",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr hightlight'><td class='ptd'>0</td><td class='ptd'>XGB2</td><td class='ptd'>0.8495</td><td class='ptd'>0.8480</td><td class='ptd'>0.5979</td><td class='ptd'>0.8551</td><td class='ptd'>0.8549</td><td class='ptd'>0.6134</td><td class='ptd'>0.9</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "a5bc2aa089f24d6db7bad2289e559bba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a5c7102601b6437ebe65fec338ff8d8d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a5c919e23bcf48298727c040fa98f37b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "a5d0bfe37db949dcafda3c0f55933d33": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_585b9e4343b04df7b5d31191655b6abd",
       "step": null,
       "style": "IPY_MODEL_fae4f6de056a4d2c8f6fe5c785a60427"
      }
     },
     "a5e714ffd8a545ffae332ca30d63f6f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a5eb45d73a674ab0b40eb786898b08fe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7ff747ab51344eb6936ca32e06ed5976",
       "style": "IPY_MODEL_02942236a1b34f2ba7a76da4bace1fb2",
       "value": "<div class='divider'></div>"
      }
     },
     "a5f9b35b62b5406ea6b279fddd2ecb23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "a5fb5a89cc5d4b618029febb5c3f9079": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_eaac26ec22084ad1a1211cacf2063299",
        "IPY_MODEL_027efa02e8854c1ea7056a8566b978e7",
        "IPY_MODEL_3bf44b405fe949e3aac78d9a69cb71c6"
       ],
       "layout": "IPY_MODEL_821ccc8adb0c4516a562d30d511c4869"
      }
     },
     "a6046f53b52d4ea7ba1ed0ae3853a567": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a6074738e7bb4f56888872813af5d4df": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a60e89fed7f94a1185e12458b26f7f3d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a612a0d1177f4b0eb91ea68b743b3eed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a61c4b9136f34ecb875c61fdc10e534a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_42fdb727485742cf83edea9495531df3",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_3c985c2453794aaa92beddb4d1917e95"
      }
     },
     "a61c948c257548a99bff8c0c24e540d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a6297768c6e74a4f83a378746efad0d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bd8b419853744053b117d73959587481",
       "style": "IPY_MODEL_2ac74fd1bc8140dba9064df79a442928",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "a668eace16c84d64bd13acdf02b5a6f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_ce97b91bca7e4317936112d32942c137",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_e13b738179ed44aba08367cc493439c3",
       "value": 0.0001
      }
     },
     "a66ea51d366f48e496aa10bcf1df6ef0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a66fc2d053334af9a13801a582d4c54b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a670a516044247a992e9de8ec34df633": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a682bb02c6aa452c99b41fbb9058d040": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a687862539414ab4a760bd55c995eff3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fd5e1b60761640f8a30b51006bd5f3d3",
       "style": "IPY_MODEL_846a641f971c45f8bc88d770b9f4ac05",
       "value": "Metric:"
      }
     },
     "a68dd6081aa54fd6adf74c437363f384": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a692a0a5c1d642f5ae96c8aebdc8ec96": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a692f3f7198141789af4d4bc837195d6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "a69d153a9ce74901b873ead3c1b855d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0ac2b4ba8031404ebee64f52e9434783",
       "style": "IPY_MODEL_7afa03d245d84c819bbd26393cc389a9",
       "value": "Bins:"
      }
     },
     "a69e7635238145328dfac561e02c0c4f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "a6aae0eadea2422b8a43e48ef7dcb65b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a6bd8f7d04b247feb2b7f592c9fcd5d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a6bfe4eb71f64ac3a0268e99144a5a98": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "50%"
      }
     },
     "a6cc595e471345ea85fea0743d490ca8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d08b67fcc7da4e35b09df0bee24b6c94"
       ],
       "layout": "IPY_MODEL_d6b51e9230514e1885fa891c74820a87"
      }
     },
     "a6d88f563de54c659879fba94694612d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a6dc572e36e3430784ad31a0b3303043": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a6e10bab7c184e4484732a50ca961de4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a6e10cde9edd4c978561c05bc6aa4493": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "a6eddea3ec584753929852f791cfdfb0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2f336f1a80644ff5b6cacd6668a854d1",
       "style": "IPY_MODEL_48c299ccad164fe681e48ed6e3cb9088",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "a6f20100af96454e9f02acd8c3307852": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_84b6bc1c0b9b4adba61991e9e08a6510",
        "IPY_MODEL_a22a973a6aef40e4a2703f50797ee93a"
       ],
       "layout": "IPY_MODEL_39cef4af7d5445d6b674890f9f1f95f6"
      }
     },
     "a70cb3312c14408cb4c85836ace4061e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "a71a2ca676554c7583a18a06989af571": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e250b76544da4d519c14f49774d9fe9a",
       "style": "IPY_MODEL_61d7974c6a814d14aeb479c138fd307c",
       "value": "<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Response Setting:</h4>"
      }
     },
     "a720218c6dde4d30a8d1a1e02f575833": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a722cf54502a4e0d9c75c804034d5e1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aba53dc4439c46338e003ad7e3bd8b00",
       "style": "IPY_MODEL_4974b85fde8d4117bc6c55100b0c6e8a",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>X0</td><td class='ptd'>0.0</td><td class='ptd'>0.4983</td><td class='ptd'>0.2919</td><td class='ptd'>0.0005</td><td class='ptd'>0.2552</td><td class='ptd'>0.5015</td><td class='ptd'>0.744</td><td class='ptd'>0.9998</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>X1</td><td class='ptd'>0.0</td><td class='ptd'>0.4889</td><td class='ptd'>0.2879</td><td class='ptd'>0.0005</td><td class='ptd'>0.2366</td><td class='ptd'>0.4741</td><td class='ptd'>0.7452</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>X2</td><td class='ptd'>0.0</td><td class='ptd'>0.4821</td><td class='ptd'>0.2844</td><td class='ptd'>0.0015</td><td class='ptd'>0.2422</td><td class='ptd'>0.475</td><td class='ptd'>0.7198</td><td class='ptd'>0.9997</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>X3</td><td class='ptd'>0.0</td><td class='ptd'>0.496</td><td class='ptd'>0.2949</td><td class='ptd'>0.0002</td><td class='ptd'>0.2398</td><td class='ptd'>0.5036</td><td class='ptd'>0.753</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>X4</td><td class='ptd'>0.0</td><td class='ptd'>0.491</td><td class='ptd'>0.2942</td><td class='ptd'>0.0003</td><td class='ptd'>0.2326</td><td class='ptd'>0.4897</td><td class='ptd'>0.7474</td><td class='ptd'>0.9998</td></tr><tr class='ptr'><td class='ptd'>5</td><td class='ptd'>X5</td><td class='ptd'>0.0</td><td class='ptd'>0.5002</td><td class='ptd'>0.2882</td><td class='ptd'>0.0001</td><td class='ptd'>0.2486</td><td class='ptd'>0.5</td><td class='ptd'>0.7538</td><td class='ptd'>0.9997</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>X6</td><td class='ptd'>0.0</td><td class='ptd'>0.4942</td><td class='ptd'>0.2872</td><td class='ptd'>0.0001</td><td class='ptd'>0.2483</td><td class='ptd'>0.493</td><td class='ptd'>0.7331</td><td class='ptd'>0.9999</td></tr><tr class='ptr'><td class='ptd'>7</td><td class='ptd'>X7</td><td class='ptd'>0.0</td><td class='ptd'>0.4987</td><td class='ptd'>0.2932</td><td class='ptd'>0.0002</td><td class='ptd'>0.2459</td><td class='ptd'>0.4922</td><td class='ptd'>0.7597</td><td class='ptd'>0.9998</td></tr><tr class='ptr'><td class='ptd'>8</td><td class='ptd'>X8</td><td class='ptd'>0.0</td><td class='ptd'>0.5065</td><td class='ptd'>0.2977</td><td class='ptd'>0.0002</td><td class='ptd'>0.2367</td><td class='ptd'>0.5108</td><td class='ptd'>0.7726</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>9</td><td class='ptd'>X9</td><td class='ptd'>0.0</td><td class='ptd'>0.5025</td><td class='ptd'>0.2846</td><td class='ptd'>0.0009</td><td class='ptd'>0.2629</td><td class='ptd'>0.5015</td><td class='ptd'>0.7567</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>10</td><td class='ptd'>target</td><td class='ptd'>0.0</td><td class='ptd'>14.1256</td><td class='ptd'>4.9206</td><td class='ptd'>1.7546</td><td class='ptd'>10.4497</td><td class='ptd'>14.1558</td><td class='ptd'>17.7655</td><td class='ptd'>28.8931</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "a7260bbacdaf465ba606e428f7d0cf93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a726cc6a59e643c8acd2805e50bb00f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a72b6661a8da4941a46ae9c8cf98fa38": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a7332ce9d3d945378c75e9ae16d44b4c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a733c5755235411686e80dc64add46b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a7371335d3c6455c8ce67a68525db539": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_63ba415206ba4461928fc03169e84d81",
       "style": "IPY_MODEL_0d38c810191f4abc978cd57227ed9e81",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "a739b056984a44b5a1b65e783fea0bc6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a74bc0aef5ca46bfab79439719cb4a2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_daa339e58ebf4246acdf3e497aa64c11",
       "style": "IPY_MODEL_10811a4bad544926bb5e45261b975bab",
       "value": "Inner_bags:"
      }
     },
     "a74c2eca96ef408abad253c5e8915d12": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e7b45bb4717544b6b63d7ef07f620765",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "578961020b6f4c988dce3a9a55107182",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Register GAM Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a7589a313dc444dfb050bbe0706cd90a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_739a091e5e0342a7979366f295f539bc",
        "IPY_MODEL_dce011a6229c4fc3bb242f54cc14f8df",
        "IPY_MODEL_9d8c23f99a614404ad85307abd681334",
        "IPY_MODEL_22d397e2df5f4365832405df2caf03d7",
        "IPY_MODEL_209824238ad246d78077eab4407d723b",
        "IPY_MODEL_59536f849fde418cb42c663c2f3ef2a5",
        "IPY_MODEL_e4ae4e5f25e6473c91bbc15c0d536516",
        "IPY_MODEL_bcab1f36bf1d4f41aeeb62d087852bd4",
        "IPY_MODEL_5b5107f978f445ab92786c759fbc85e0",
        "IPY_MODEL_301a22baf609444a995ad6f1e72b1d0d",
        "IPY_MODEL_bbfa444dae3e469294fe3b5a69b5cdc8"
       ],
       "layout": "IPY_MODEL_63a453239dbb4d2984ab8215876f5841"
      }
     },
     "a76299f40d3344b5884c05c684fee997": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3506a5f1cc594365ae08a171deaa2e92",
        "IPY_MODEL_897da0ef95324d11af8af3216fd39041"
       ],
       "layout": "IPY_MODEL_56441592cd9f4f5facc1fda1c6805106"
      }
     },
     "a766c0e2663b4cdfb804e0b88738c7bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_48665a3a916b4db79ed6de6bbf0ffd41"
       ],
       "layout": "IPY_MODEL_60c3c0622ee3463c9db9599c165f4e75"
      }
     },
     "a7969d8f550945d1ac4b98b885371fe6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a7b5fe67bcf44d9e91f9e98cbcb558c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_003b6fd363ff4226a812ef82cb7bee83",
       "style": "IPY_MODEL_3e74aad376274a7887071c1c3fb1dfab",
       "value": "Learning_rate:"
      }
     },
     "a7b716abfa7a46acab933b758ec078a9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "a7b8d36d79ee4123b942f8bd0938a106": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a7c37742d63647b9bcc275049e73d29a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a7c72eebf88c4e54b06609b4dc664ae5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a7d49cef78e04f6e8a22a0d743601e16": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "a7db606c619748d0bb9b877f0d62ef10": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a7e03e59bd0443a5ae1ec71aa2d6c913": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_0cb332855f6b4018aa04f9594fbddfa3",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_04776af6e6e847b7b5ce77ff64e76d85",
       "value": 100
      }
     },
     "a7e881d0c11147259bfd5ef9c2e6212a": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_3737555dbc5e4d57a4be115f1e22cd6d"
      }
     },
     "a7eddb7888b64c6786c279bd32626ee2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a7ee16c3c370450ca918a9dc0a7e197a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8dad8d69c7c7444e9cee76664c0a5d1d",
        "IPY_MODEL_f92f24933e954459b2849b1f5544de1d"
       ],
       "layout": "IPY_MODEL_e9b9b3ff96964bfc899dc5e3731c667d"
      }
     },
     "a7ee7297133d44b7a366e74345243d50": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2ac35657934348e281cfebac468fb4b5",
       "style": "IPY_MODEL_dc2a45867aed400f957a11e741a3f6e8",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "a7f376a90a36493abd1bee58a5e37a1c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a7f74d68d10a463485afed077fb636e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_12b2163b0ee6433d9c036788f9ebd997",
       "style": "IPY_MODEL_6bb08e3f4498430ebd1d5228f0ad3bae",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "a803abe5f80549fbbce5573ad3c56c5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "a809ac849d504a53b375ef915ae94444": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_33c71e1088154abbb36c799c506ae24c",
       "style": "IPY_MODEL_d7fcd51bac914933b847aaaa19032d0d",
       "value": "Protected Weight:"
      }
     },
     "a8272ef343d640e68d1da9de9eee5cb4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a82a5842753347a7abcc85d17269451f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_072f697810bd4d7ea0901080aefccc6c"
       ],
       "layout": "IPY_MODEL_1d6ac1f8bcf345ec9eab09abe77d0895"
      }
     },
     "a8401b8207eb45dbaf62a08b064095e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "a8520e02bdd746868dd2beccb1ebeb4d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_607537496f3347eaa89be1d5268a0ca5",
       "style": "IPY_MODEL_86d80df099994451bda175dc6cc3e483",
       "value": "Feature_increasing:"
      }
     },
     "a8665e0f81dd40a58bd9ad8f85991094": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a890ec82db544502ab28799fa9418277": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4f08386c412e40099ab7ad467733c6ba",
       "style": "IPY_MODEL_2afd67fef11146ca9e7952b704ad6bf2",
       "value": "<p class='notification info'>Model Training Done</p>"
      }
     },
     "a897bc8bb8ef463195ed7cbcf37a9519": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a89810022753468c8983a5e55bd100ab": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a89f498fc2ee4f30aed135c3755a759a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Correlation Heatmap",
        "Correlation Graph"
       ],
       "description": "Plot Type:",
       "index": 0,
       "layout": "IPY_MODEL_9e095db1087243e08a0be7239b422b41",
       "style": "IPY_MODEL_b29f10d69bf64e6697c04fb0cc9c0f91"
      }
     },
     "a8aa2c53840f49b9aa40168accdaa0bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9ac8b0c576d24ac3ad8a3c8d205b494b",
       "style": "IPY_MODEL_a60e89fed7f94a1185e12458b26f7f3d",
       "value": "Dropout_rate:"
      }
     },
     "a8af4be627ec4ec5b7895df002a31695": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "a8b0f1092c92429a95c3b3ed8c9bb9db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "a8b339051ac140889a48623c0c33b662": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "a8bbf928625947e4a44a4fbe14557881": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a8c817e6f70a46ee831cc2445c19156d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1b670b534bc6433a81e9af803cc87399",
        "IPY_MODEL_8f76d002250d46e683955dee0bdd8725"
       ],
       "layout": "IPY_MODEL_6297a2cfaf2c46089df39b74bb80211b"
      }
     },
     "a8c8e7095fe44aa8a62b6986a469b7a1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a8e03fdcbf944c51a1f1938729dc0458": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "a8f3327242be4f1484961f7676d6ed70": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a8f502a5215b4a2fb1de99c708f98356": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a8f56d6004e4454080639f84a5b21ccf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "a8fb30d081e843cab396095227135e94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a8fcf40a6ab542a49b325f180640c93b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a8febb92606b4475b2e2f4629a3f9b54": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_941cc61f6e6544fdba99748b7309c81a",
       "style": "IPY_MODEL_19e867ecdc734d738f8db0357e28282e",
       "value": "Data Shape:(63240, 11)"
      }
     },
     "a901e2b18d234b0caa99d863da448144": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a90336f89daa45688f254ac58c231ae3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "a90833e5876c4a45b067872ec9ea8a6d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a90f3745f7684474a16eba71c338a638": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "a9126515f316422f8f35df3d15c5de2f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a91cbdf12809406dbc7102eda24561e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a922214e598e4968b0d2a5a5527f8ef2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "a930fbda87794c509b759c0acde9421c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_425c9f0a35da4d9e9358d5d116ca351b",
       "step": null,
       "style": "IPY_MODEL_2628afc8c9e74adaaebb14e5fcc16747",
       "value": 1
      }
     },
     "a9310224ac634123b2580b24219afa40": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a93c3ba80cb14aa28ee2d3900fc9ed8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d83715b73fe24b50970887e9c4ade9bb",
       "style": "IPY_MODEL_85ccb56b49524e2d9f455c5a3e9042ce",
       "value": "L1_regularization:"
      }
     },
     "a949853832254e11a38d71b9b0bd2698": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a94fa68f467546cba08d46ecc8fda131": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_3dc66ae2e26d4f3aa633076cf6b18067",
        "IPY_MODEL_497b8d122ef64a0e88d1dc0a51a4ea24",
        "IPY_MODEL_586ee07cf10c42d39a37e268cde887a4"
       ],
       "layout": "IPY_MODEL_efa3dc2909a8438bafddc015e3ed5dd1"
      }
     },
     "a958e0e331fd490988274fb85dbc2a9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "form"
       ],
       "children": [
        "IPY_MODEL_4cae03e96d234df7847c55fb502c7908",
        "IPY_MODEL_d8663ca11e8246e5ac49483c83af1e0d",
        "IPY_MODEL_16bf49a6944a40d78ce0b905c9e271fc",
        "IPY_MODEL_a35bd42821494f609e80db10eb47cb69",
        "IPY_MODEL_c65c8e81b7554a9e8b49b154d40bb8c3",
        "IPY_MODEL_5317ba552fda4c06b9cf36814e017e7a",
        "IPY_MODEL_51440fbac4494856ac613a3fb50fa908",
        "IPY_MODEL_6d43e66a8def42f2a004ed8b906d6dbb",
        "IPY_MODEL_4fc0487a1a894309bebf07109a1fd8fe"
       ],
       "layout": "IPY_MODEL_764560c3a7204f33ab409381009e0b1b"
      }
     },
     "a95cbdb34d0f4b21af1a752fb111f0b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "a96007a33125497bbb47e7546f70ad48": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a9603f948f9c4ad38c63b39e6f801501": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a96fd33bbd584a93bfc776dfce7279d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a9750d98b9e34addac39a2d145813d8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c6ed3d76918b40f6814bbed63e1e18f6",
        "IPY_MODEL_d7e55447a1374827924abebad2e76cd3"
       ],
       "layout": "IPY_MODEL_509791c35f6c4cbb9d2074a913a2890e"
      }
     },
     "a97e7e98a9cc460baa97abf6f40f9192": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_28b7bc2cf40f46b0979bd6cfd1a2d4a9",
        "IPY_MODEL_643e161ddd354b10b448aa73c7599e1a",
        "IPY_MODEL_1b64f758e7884652980b0856a4456e7e",
        "IPY_MODEL_0f35e7d4646c4ae88a69d9244b8fe732",
        "IPY_MODEL_ffbea6f057bc48f2bfdd77be2f4a2dbf",
        "IPY_MODEL_eb891a67f4224777aba8af015f4ee2cf",
        "IPY_MODEL_cb74b038293a47698b44bb00b8b5d943",
        "IPY_MODEL_f7d8d3330a5d446e9cc494826edf9134",
        "IPY_MODEL_bb5da54ee37b48f8ae3fe2647b7a3fd6"
       ],
       "layout": "IPY_MODEL_7b76a405c9314b178eff28db936b3f49"
      }
     },
     "a981eeaaac6b4bd6841097a0d944ed91": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a98c7f14f5ae4d709162419f7fb52113": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_ad78182da27c46a1937a504fff366ac4",
       "style": "IPY_MODEL_8c60dc488dad45ee85623fcec0ee0094"
      }
     },
     "a9a892abae3d4f71a43ce04733ef69e3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "a9a8af539f9c470382d011382424621c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a9b7f818701e4a16aa4f3faa52b8312b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "a9bf9ad405d5475386505e5fafe9766e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "99%"
      }
     },
     "a9c6f5b7a45a43a48f4074f989eea02a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "a9c9a469a6b7489589878484f85dac19": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "a9dd602a7a604f4d9008ad7f93257d4f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ca7efb44aa524f1586a6691bf8fd7f19"
       ],
       "layout": "IPY_MODEL_483828f54631467c81cd89e35c708145"
      }
     },
     "a9e4223cffee4c5b8e4c1b3593a1ee6c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_3d074078a02e4c7cbe1b59b7144e348e",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 576x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "aa0161f9789e4d5f9166f8c7dd0ae013": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_1818ac8345114676b6c7e63d19a0f97f",
        "IPY_MODEL_27afcbd18382437189456d059cdb9a01",
        "IPY_MODEL_ee2d97c4090e46d090f1d3bcbf98257f"
       ],
       "layout": "IPY_MODEL_a5c919e23bcf48298727c040fa98f37b"
      }
     },
     "aa0cdac353f342af9818e4c96e8ec641": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aa0ed7ff27ea4f21a6a2bb950d857c37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e950c9d3ed4d48c595dd78f547c75c59",
        "IPY_MODEL_f553f36f25da47a7b1bb0a18b0c5445a",
        "IPY_MODEL_550339c633cf469babb69bb104563bc1",
        "IPY_MODEL_a7e03e59bd0443a5ae1ec71aa2d6c913"
       ],
       "layout": "IPY_MODEL_b6b7774287b24aa3b97e50c6d9bafa70"
      }
     },
     "aa19d61b39194744ae4412c4ae514480": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "aa2339c97da94a839491c4b1a5a6745e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8a0aa5c51ba3452dbcc8f369488441f9",
       "style": "IPY_MODEL_841f3a9f0fe446ba9cd65f71fc635ed2",
       "value": "<p class='notification info'>No group selected</p>"
      }
     },
     "aa2c2343ba0e4cb7b9f18e24a3d3993b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_175f009fb3da409c88e55dad285bdb57",
       "style": "IPY_MODEL_153f35dc06034981af5ff689e16e95b1",
       "value": "Dropout_rate:"
      }
     },
     "aa3c29ded8c54206a565784fb982f509": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_660586986fae46e5ba5621eba4900939",
       "style": "IPY_MODEL_18faf7226b85427280987eedd6a7ec5c",
       "value": "<p class='notification info'>Model Training Done</p>"
      }
     },
     "aa4c49cf91814bee88ae9948ea672a86": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_df591518ebca43aa8a99346792110d72",
        "IPY_MODEL_3b080ea8bf05467d9a94088090a4af07"
       ],
       "layout": "IPY_MODEL_9643ed734220411783cf7e52b03588e9"
      }
     },
     "aa4d3c3ab76842cfb5b147dc3517ce98": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aa5984eb14cc416cb14c8db00f4845dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "aa85843ad2e24f8abe4615935e0ddcfd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "aa8fbc79eaa44ab99f35296c2de92fbd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "aa93ffe47a2f44758efbf010d14686ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "aa97f1a35d1b4eb6a01c92c914738639": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "ReLU-DNN",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_7884795f61c24fbbbe9d5f61674817a6",
       "style": "IPY_MODEL_4e07d9ccd6db4ba3875457cc9ec1f022",
       "value": false
      }
     },
     "aaa9aa2e70c24edeaccc5ecce7f40136": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aab99a6e48584d578991d737f3ce9e73": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aabbd27dc7eb4d5ba5951e1b2601c6d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "layout": "IPY_MODEL_7a29adbbfec243369874abfa7e388aa8"
      }
     },
     "aadab6c87521499588c06551daf2a85d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Tree",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_10f38baeed244933bcb3dbb4df4167bc",
       "style": "IPY_MODEL_88d1d8e0be314e0ea2cf136025bda277",
       "value": false
      }
     },
     "aadfaa2152e64d87a3f867f63fa401eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_8dc2a9ffcc3e4ae4ae73618187b113c7",
       "placeholder": "Input name",
       "style": "IPY_MODEL_96627195dd944b4a97943c0da6b77c45",
       "value": "Tree"
      }
     },
     "aaef318ccfed4e2ea4711d731e29668c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_d5b11f7d3ecb4f329abed261714e65e1",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_f9726fb63aa344e18adf5bcfe1d51c3c",
       "value": [
        25,
        75
       ]
      }
     },
     "aaf04d45a72746918d230e2c9d187605": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_5c34d38a188c474a81c7e8531768e640",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "d7802fe40b4744dba2f4af9ee005678e",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Output()"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Segment</th>\n      <th>x1</th>\n      <th>x2</th>\n      <th>x3</th>\n      <th>x4</th>\n      <th>x5</th>\n      <th>Label</th>\n      <th>Minority</th>\n      <th>Majority</th>\n      <th>Age &gt;= 62</th>\n      <th>Age &lt; 62</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Segment 1</td>\n      <td>-0.305859</td>\n      <td>-0.495321</td>\n      <td>1.195022</td>\n      <td>-0.476998</td>\n      <td>-0.711585</td>\n      <td>0.0</td>\n      <td>0.436392</td>\n      <td>0.563608</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Segment 1</td>\n      <td>-0.58308</td>\n      <td>-0.280939</td>\n      <td>-0.927892</td>\n      <td>-0.534633</td>\n      <td>0.180388</td>\n      <td>0.0</td>\n      <td>0.025982</td>\n      <td>0.974018</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Segment 1</td>\n      <td>-0.262612</td>\n      <td>0.075414</td>\n      <td>-0.499308</td>\n      <td>0.670432</td>\n      <td>-2.171268</td>\n      <td>0.0</td>\n      <td>0.159924</td>\n      <td>0.840076</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Segment 1</td>\n      <td>0.734702</td>\n      <td>1.134868</td>\n      <td>0.884572</td>\n      <td>-1.552788</td>\n      <td>-0.408138</td>\n      <td>0.0</td>\n      <td>0.014626</td>\n      <td>0.985374</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Segment 1</td>\n      <td>1.451385</td>\n      <td>2.096783</td>\n      <td>-0.008543</td>\n      <td>-0.839939</td>\n      <td>-0.345815</td>\n      <td>0.0</td>\n      <td>0.390532</td>\n      <td>0.609468</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>63235</th>\n      <td>Segment 15</td>\n      <td>0.040894</td>\n      <td>0.773211</td>\n      <td>1.102968</td>\n      <td>-2.033171</td>\n      <td>1.280088</td>\n      <td>0.0</td>\n      <td>0.169603</td>\n      <td>0.830397</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63236</th>\n      <td>Segment 15</td>\n      <td>0.44314</td>\n      <td>0.669094</td>\n      <td>1.709214</td>\n      <td>-2.116166</td>\n      <td>1.639332</td>\n      <td>1.0</td>\n      <td>0.142243</td>\n      <td>0.857757</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63237</th>\n      <td>Segment 15</td>\n      <td>-0.525556</td>\n      <td>-0.184375</td>\n      <td>-0.225891</td>\n      <td>-0.175094</td>\n      <td>0.424798</td>\n      <td>0.0</td>\n      <td>0.205865</td>\n      <td>0.794135</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>63238</th>\n      <td>Segment 15</td>\n      <td>-1.865697</td>\n      <td>-1.326895</td>\n      <td>-0.981676</td>\n      <td>0.710437</td>\n      <td>0.525616</td>\n      <td>0.0</td>\n      <td>0.089909</td>\n      <td>0.910091</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63239</th>\n      <td>Segment 15</td>\n      <td>-2.025629</td>\n      <td>-2.549611</td>\n      <td>-1.352743</td>\n      <td>0.574488</td>\n      <td>0.916961</td>\n      <td>1.0</td>\n      <td>0.579904</td>\n      <td>0.420096</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>63240 rows × 11 columns</p>\n</div>",
          "text/plain": "          Segment        x1        x2        x3        x4        x5 Label  \\\n0       Segment 1 -0.305859 -0.495321  1.195022 -0.476998 -0.711585   0.0   \n1       Segment 1  -0.58308 -0.280939 -0.927892 -0.534633  0.180388   0.0   \n2       Segment 1 -0.262612  0.075414 -0.499308  0.670432 -2.171268   0.0   \n3       Segment 1  0.734702  1.134868  0.884572 -1.552788 -0.408138   0.0   \n4       Segment 1  1.451385  2.096783 -0.008543 -0.839939 -0.345815   0.0   \n...           ...       ...       ...       ...       ...       ...   ...   \n63235  Segment 15  0.040894  0.773211  1.102968 -2.033171  1.280088   0.0   \n63236  Segment 15   0.44314  0.669094  1.709214 -2.116166  1.639332   1.0   \n63237  Segment 15 -0.525556 -0.184375 -0.225891 -0.175094  0.424798   0.0   \n63238  Segment 15 -1.865697 -1.326895 -0.981676  0.710437  0.525616   0.0   \n63239  Segment 15 -2.025629 -2.549611 -1.352743  0.574488  0.916961   1.0   \n\n       Minority  Majority Age >= 62 Age < 62  \n0      0.436392  0.563608       1.0      0.0  \n1      0.025982  0.974018       1.0      0.0  \n2      0.159924  0.840076       0.0      1.0  \n3      0.014626  0.985374       1.0      0.0  \n4      0.390532  0.609468       0.0      1.0  \n...         ...       ...       ...      ...  \n63235  0.169603  0.830397       0.0      1.0  \n63236  0.142243  0.857757       0.0      1.0  \n63237  0.205865  0.794135       1.0      0.0  \n63238  0.089909  0.910091       0.0      1.0  \n63239  0.579904  0.420096       1.0      0.0  \n\n[63240 rows x 11 columns]"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "aafa9c4eb68d4f23835d6cfabeca005f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d7ce3885d4cf4b01807812f662e517f0",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a82a5842753347a7abcc85d17269451f",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Box(children=(VBox(children=(HBox(children=(VBox(children=(HTML(value='Metric:'), HTML(value='Favorable Thresh…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "aafbd51cb97f4001b45498399cfaf216": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab12782f2d9e44119365136641c0526f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_51cd0b88fc3f4c8588cf1d719e30f33f",
       "style": "IPY_MODEL_0ce74351310048478c6bf47e95069ffe",
       "value": "<div class='divider'></div>"
      }
     },
     "ab133f0b281a42e987d89f0fe491ae4f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab24c19750e344788fd599a04397035e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab294c6c1b5644429537474971e0e291": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b2c21c9d1c9e49be9b51121f56f77977"
       ],
       "layout": "IPY_MODEL_9862cfdf3e034deeaff304b561caea44"
      }
     },
     "ab338021fcdb434aac1129cef8fca639": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ab3a0bc8dc4a446b83a6dbe5ca071115": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_b34e7c335c4546c18de1bc093a948bdf"
      }
     },
     "ab488ba20c474247b30524adb5b124ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ab49fe918df24225b88fab9c360bbee4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4d13392f695b4b979b232521cdd103d3",
        "IPY_MODEL_29dce48a77124485b7595ee9971a0568"
       ],
       "layout": "IPY_MODEL_9c937ed7515e41f8ad96b825af128c90"
      }
     },
     "ab4dae7b20ee42e0bcd1c6d474b2e750": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab5188a53c424c029f9649da61c21afa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b50bef757fd841828d99bce6c8f8b270",
       "style": "IPY_MODEL_6da47ea2749f49db9f3108415ef5da23",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "ab5192d294e7478ba9a3637f2be3006d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ab54ff60c7704cd4a8d2aa7b540a0ecc": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_3fc2081dae8a4082826bd1feb5fa9503",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "aa2339c97da94a839491c4b1a5a6745e",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>No group selected</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ab57d1b17f984a3395bf7badc4e16682": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "ab58ffd0081642b883eccdecb05dd66e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab617e20f56546888a7b701f840041a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab659afa13294bd68b2f48853dbd341c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_883c88edcaad4d63ac29ebf7911cee25",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_32e9f34f9c77472d892f8846fd085e97",
       "value": 500
      }
     },
     "ab67ce715d7d4a27a89fda9312d3ec12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c037748e947748ecb46c9385e50db90c",
        "IPY_MODEL_cd257b1a175d41ed908b56caad7a3f82"
       ],
       "layout": "IPY_MODEL_2cd5757f3c664579ac9067368a93176e"
      }
     },
     "ab6e3b1faa86488e965fd10a89e6c749": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_549a7685c69d4dcc8ffe4b225aa4e32c",
        "IPY_MODEL_1ba082933048402fb6179eaa587e8456"
       ],
       "layout": "IPY_MODEL_d5ede0dff8c440debc72a55f84e086b7"
      }
     },
     "ab6ef19c733844cb83ba41b8c197200e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "70px"
      }
     },
     "ab747b77674042fdb59ac9e9f534d027": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ab74bdfb278a4c68a43f40900304ae6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5ecc2a2ad8654707aa1c1b08db164f14",
        "IPY_MODEL_df0d56008c7f4a48aaf087837b1b9f92"
       ],
       "layout": "IPY_MODEL_3044f1eeaa3b442589e6af04e3bb98f6"
      }
     },
     "ab7ac5f5bcf547d4ae2a2f7741d635ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsStyleModel",
      "state": {
       "button_width": "",
       "description_width": ""
      }
     },
     "ab7bbf8764ef4c258850c61f2c00450e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a89f498fc2ee4f30aed135c3755a759a"
       ],
       "layout": "IPY_MODEL_02d5d9bbc68b4777b53559286e388282"
      }
     },
     "ab855090a7564a97afe1226d64276fd9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ab87a86633054f3eacdd480e31611b73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ab8ce698c89e46659ba5e1df7ce28dc6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "ab9b2f1e68b247509da19be35cbea149": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c2d703f3a5e94660a25b6749d19cebe3",
        "IPY_MODEL_13d091c04ccd4c9dad048a21fe684c1b"
       ],
       "layout": "IPY_MODEL_0bb3e23ea9fb4c67b0903e78be9288e7"
      }
     },
     "aba27d35e62c4cf5af15694b31cf94f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aba53dc4439c46338e003ad7e3bd8b00": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ababe91e92d94aa9899750cf2d1eec01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "abb7a8025a694693b6290a00f0dfafc7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_50835ad1521344169003d739b0957dcf",
       "style": "IPY_MODEL_903cd93a7f774371afc9e985eada2387",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "abcaf8d2fbc647148efbef1f65d21253": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "abd5e33de504430897cd9250d3db968e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "abd86a8417b54cbfa3c64544d7ed233a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "abd98110b738489b84759dc169e42fd8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Data",
        "CoCircles",
        "Friedman",
        "BikeSharing",
        "TaiwanCredit",
        "CaliforniaHousing_raw",
        "CaliforniaHousing_trim1",
        "CaliforniaHousing_trim2",
        "SimuCredit",
        "SolasSimu1",
        "SolasHMDA",
        "Upload new data"
       ],
       "index": 9,
       "layout": "IPY_MODEL_4b66b81ca954456283a836ee59c17453",
       "style": "IPY_MODEL_1b5e9033c0da4fceb8c4d9f771ca811d"
      }
     },
     "abe0320f8243434c810a0e7dd9268f75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "abe5cdf8fee543e99bccd8b1388c03dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "abe6580ac265466f9a8121f30973635f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "abe684c6ee494a609667682b4a4234c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_3ea8852cc6e44a7c83313ff10bd98dd1",
        "IPY_MODEL_5067fadde0904ce6a2735aeb6de96132"
       ],
       "layout": "IPY_MODEL_db2efe5625d8407f9f72d416c11a2e1a"
      }
     },
     "abf447c20252466c9f17a298c7e6d9de": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "abf870b4698045779570226bbdba32fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ac10570e34bf400ba453c65cec4de872": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ac1b5612bfae48729807d3de7101a9e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB1",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_2cfcccc8c69249379ea40b1f1e49ff7b",
       "style": "IPY_MODEL_9297dc42cc5e49caa4fe03e16cf8eff8",
       "value": false
      }
     },
     "ac1d57dc7c7c4dd5aa587d607d5ad165": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ac2a9eb1373d44efb9131872ce92c6af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_99ed534ca7494d56be287657e5c31ae0",
       "style": "IPY_MODEL_8d62a2b0dea0434c8075c63a9df85c5d",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "ac2b0101b1314b1c9d9ce58e077590f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_473d744338bb48afa57be3cd918f3edd",
        "IPY_MODEL_882adba3462d4a55ba61541e676a06f7"
       ],
       "layout": "IPY_MODEL_ca1ad3baa648407689cd15398b4f049c"
      }
     },
     "ac37756e548a488785e7ede295f71e2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_04241df3ada9429787818c0f99fc9e38",
       "style": "IPY_MODEL_76d05a81bb614142b880ebf07b5b2419",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "ac435a31f2e14bcb9c8f7d69f9f033e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_fb010ee1356b4cfd858a33fec7ba59d9",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_342fff6109244d49bdbb939a3082dd97",
       "value": 500
      }
     },
     "ac439dbaf4034ecca4b946191f485247": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ac4e5c372e5142ac884223fbaff1ee26": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [
        "register-btn"
       ],
       "layout": "IPY_MODEL_441196421dee48ae948d53f5e7cb4835",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "38d0feff39ad4f938df5604a99d3c0ce",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Model Name:', layout=Layout(width='55%'), options=('Select Model', 'XGB2'…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ac4fec7137a24b10938a57ecacb3bc39": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB1",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_69005287896b4765a9344001bd6cdcd2",
       "style": "IPY_MODEL_8d902af7e9fb436a86686bd704ba6403",
       "value": false
      }
     },
     "ac8880a7104840a29b71109fa54a02ea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4d067e09a11742c79394fb1a892e85dd",
       "style": "IPY_MODEL_3e714b13df794fc381c9ad954d369c8d",
       "value": "Max_depth:"
      }
     },
     "ac9044a835104acfb7a76961dd13cbee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ac9efe3ac965475e951bb82b89e935a9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "acb571f3f9ff4cea9dd36a84998b44bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "acbb48fd414d40c38a0f2dd9e5cb3476": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_4d1a22bf96c249248b91eb25d87c61b2",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_a7f376a90a36493abd1bee58a5e37a1c"
      }
     },
     "acc37bd1ffb74616880844776af84366": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_5887013d52764edc831b05c7161591cd",
       "style": "IPY_MODEL_60b10bfa1f6948c4ac00f6f2e3ba5c1a"
      }
     },
     "acc4f3f7cfdf4b0fbe492eeff7ee44de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "acca40bca27e4b2f81d40af4c82ddce1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "acd689ffb62b450a97dd68a6adcedaa4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "1px",
       "overflow": "hidden",
       "visibility": "hidden"
      }
     },
     "ace3dc9032fd47f4abfde1d10697392d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7257a522339141259ddb6ceec243bf51"
       ],
       "layout": "IPY_MODEL_26b3563c21804122ba3551d8fa5fe506"
      }
     },
     "acf1c179a4c548c6891c9fa8fca32906": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "acf84d8e108a46c290dd68b372c997d7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad136e2d2615474794802dee37a52041": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "ad2447d184ba4e29b254f3260edab34e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ad270df0f4e94d42b690a519ed61abaa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ad36fef6e6e444aa9b4e5116ac7ba17c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ad38f4123c1743c3910325b8a19ab6fc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad3ff5ac30654ff7bd5d8b94c8946552": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad4157dddfdf4395984b4baa4dbb9303": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_88515c13215e4e89b4a70f7cc87bd5c8",
       "style": "IPY_MODEL_9a1755c15a834b7fa65f1ac90ab6ba28",
       "value": "n_interactions:"
      }
     },
     "ad4de962a97c48e081d23a971289c5ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fd198bc2c0604d81a7f3e4f8aa7b6a45",
       "style": "IPY_MODEL_2d536aefd89148d6aa89722615b1d5eb",
       "value": "Model name:"
      }
     },
     "ad4eb11d690e4c628453ee32d7442b41": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad50ec2e61c74991a82f34fb41622f94": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad5b7bb9c5b749eba53758ebc6c5a928": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ad5e57e38d25455a91c1ef0dc30ca91c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad653fb5151a4d5bb2032dad89ca5ef5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ad74737e16d346a0b6ede2c0b7cae210": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bc84e5c97ab44e8f9264b33f72617fce",
       "style": "IPY_MODEL_606ab6e96d8a4ae99a842b88275a774a",
       "value": "Early_stop_rounds:"
      }
     },
     "ad78182da27c46a1937a504fff366ac4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ad7db795750f41dfa9bb6cc841e9b6ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ada9eef4d15543f18d2a33bdd2c5cd9b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "adc1f8d0ce8a4c768a3a727029f6bb7c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "adc71a918fdd4ab384602de0cc510ece": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "add111fa4a5f4aa295b831c3ec3c5c86": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "addddc2bff064af483afc61f535152db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_441129846a98451fac6ad531087c24a8",
       "style": "IPY_MODEL_4407790593cb42fdb79bacd62711d171",
       "value": "Feature_increasing:"
      }
     },
     "adf6b6b8be8c42a791bbc86420bfc8ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3dc01ce9a2a94f80b671ae11b78f229d",
       "style": "IPY_MODEL_07fc446b5fb84103826fd90e7c3e0c4b",
       "value": "Model name:"
      }
     },
     "adf74cb5a3ad41eabbc47bbdd9ff3a60": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "5px"
      }
     },
     "adfc44f18a4347248cc153b134a664bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ae10d54a19a045fea809e9892c260e79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ae1b0af9864c45898cce22c81ddebdfe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "ae1fa79510464fdfac845b229ebfabd1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ae207c14caf54199bdd96cb2d43cbec6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_4db426e5ff2d40e8b8712a6e7dd5b8e6",
        "IPY_MODEL_8d5faf56771d47aa80a7a866d5cfe60e"
       ],
       "layout": "IPY_MODEL_514ed7f0e6404ddfa21a71c895b22ba1"
      }
     },
     "ae256da4ad5f4d4bbc29e8b94111073f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ae289c07bbb2419386cbf95f5a624f52": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a0ebba314800491a85737f26ed8d08d4",
       "style": "IPY_MODEL_2908e559c58a4cbeb59943fe41d30642",
       "value": "Feature_increasing:"
      }
     },
     "ae3b592d83894a5db47e28f9120fa414": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ee45d21d7b6748ca95bdf6c57bf4b617",
       "style": "IPY_MODEL_f83cb9574d774d2fad4a58eea29740f8",
       "value": "<div class='divider'></div>"
      }
     },
     "ae3fc0ebbb734c349561ca70dcbc40be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f1216585dde74b69ba332f02f13c4a85",
        "IPY_MODEL_25e9c814b1344a75a0d074ee847cfad7",
        "IPY_MODEL_74a38327a378438493d5ec1d63ac6f06",
        "IPY_MODEL_84013c8ad22c46bc9d2cb694b5de9402",
        "IPY_MODEL_f367194a045f4c8f85e4367c9c96bbcb",
        "IPY_MODEL_a3cc9389ccf74fd5a4b005273e7bada4",
        "IPY_MODEL_0c17414fede14f1294af2d12c35eb13b",
        "IPY_MODEL_aeff5d2031bd403286b06852aa630222"
       ],
       "layout": "IPY_MODEL_c64b14187aee485581f7b7ca98f85c13"
      }
     },
     "ae5917f454714168af6554f8c20631e6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ae5ba07143d74bc4be986cf79d5fa9f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b84c598d7eb345c5b16c3ab8b1190541",
        "IPY_MODEL_63278d1e190e4b88b06e822de9e64423"
       ],
       "layout": "IPY_MODEL_f4f72ea76b3041f881cf8d3ad733648b"
      }
     },
     "ae5e840e5642430fb5a79db16cbde5f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ac10570e34bf400ba453c65cec4de872",
       "style": "IPY_MODEL_02bb39f6802847f29dbc9f0d777d98b2",
       "value": "<p class='notification info'>Model Training Done</p>"
      }
     },
     "ae67b4d92adc4bdf801097cacd3c9da7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ae67c543f2ee43a4ad458a542c55a9e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ae6d09b17c00414fb8cfb9d2befa0481": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_caa645edc4514e6a9adedb8e65a2d38b",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "72523520ae4b4922b619ec429e0c0bf7",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Text(value='', layout=Layout(width='auto'), placeholder='Category Name', style=D…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ae765b8a977e4351aadcb40deeb2d075": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a7371335d3c6455c8ce67a68525db539",
        "IPY_MODEL_3a5a49a2103a4971b298d0da8fa1be2d"
       ],
       "layout": "IPY_MODEL_4888b5d24d96477ab7d6edba2ca3419f"
      }
     },
     "ae7706fabf7343f888fc15758ff89950": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ae8184b8641c4fc3b71c2c66396e0b06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "aea7406b0b284584bf6168d3c2e0087b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0e10ea06c0e346e19a9539389e7d175f",
       "style": "IPY_MODEL_70ec14905a054d90903f36e84e85483d",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "aeb20e51a6714b3ea71f3ba481d6143f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1ca1924b6f8c44979b448d99d7517579"
       ],
       "layout": "IPY_MODEL_bfbc49d9554e40c8a1a82c5beb2004c0"
      }
     },
     "aeb255da6a664afca2742c3ac6b8b1e6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aeb2c2d760734b3b8af74e92e36b64d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_abd98110b738489b84759dc169e42fd8",
        "IPY_MODEL_bb7bad223e6e45419453319f1c38e0fc"
       ],
       "layout": "IPY_MODEL_81b62014eb8c4c59a442f37c0fed23eb"
      }
     },
     "aebd01040c0540fc9265052cd4247500": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "aec4bb33269a4c5880672e12dd98e1bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_91478e97d4ee42849ac91e803b82412f",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_1b84cf5c5b9146d688d37c4d0f9c1e04",
       "value": 20
      }
     },
     "aeca7824225449f3a53812a847c3b854": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_12b57895f7d44d30871356190bed42a2",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_8f4f48af245a4fceb182f71de574f38e",
       "value": 0.001
      }
     },
     "aed267da87c64691a3ed465f8ea9a141": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "aedaa24838b2435d90262184b118bc09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_25a0ef666629414082be6918b0c94a7a",
       "style": "IPY_MODEL_67f0c63b97644020a3b9a640079646f7",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "aee052b8aeef4395acb0a05a309e6c30": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2761a935e072417490fb14005189a3d8",
        "IPY_MODEL_d489ae0491d04ba086fac57889b8b908"
       ],
       "layout": "IPY_MODEL_e1bf0d9138ff4558b002b06693cf0018"
      }
     },
     "aee5429a44694cd8bf6ac4e86e1502c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "aefc37f33aaf4e529be83079d3217cc2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "aeff5d2031bd403286b06852aa630222": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6a0bee39e6414fdc8e53e04be16bbc9b",
       "style": "IPY_MODEL_c7659993a6c94cf493b5c706b9b62982",
       "value": "max_bin:"
      }
     },
     "af0f7d26163b42b49f0ca9e841c1f819": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "af0fdef14d7d4731857b1db4a588ae29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "af2c65b87660449a8ae67d41520a99e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "af2e6ba07b9841eab311e403de9dc4cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "af357f2ec6724eae8f2fc2844db0090c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "af3eace2400f49a292ab17a75aa37b08": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "af47fe5d5e2a4ffbba51b9e9afa6b33d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b8ce9cc29b584a69a1c6dd7a6a9fa2b9",
        "IPY_MODEL_225589dc0b5c48168761e4f4a4745bf4",
        "IPY_MODEL_51ded1bca0a64c02ae798c88a70bd92c",
        "IPY_MODEL_e20054dea52543a1ac4d83cf6fbede85",
        "IPY_MODEL_8ce83788bc524c639053cbb52deff111",
        "IPY_MODEL_06462134b0d5417abddd31de3025a261",
        "IPY_MODEL_63ed6d297340433bad4c975d19a349d5"
       ],
       "layout": "IPY_MODEL_78d01986007745cea1e78fe62be598e0"
      }
     },
     "af5356c3f0984ec3a326bbd28ca61a7a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "af53930548fb44178af7e8bd851b313a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4120dab924634440b27b8184e953a00b",
       "style": "IPY_MODEL_1c6dacdc981e498ab68818560579c010",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "af56ac625ba64e7d8b06d9ed23cca44d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "af5d50dc7de748e6aa06258c61da44ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "af646527cb2f43df8e9b1a84c0725d15": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "af78ff57369f4f22b08797bf50d0685e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "af92408784be4780903b79cdf76d7a23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "afac4eaefe6d483e938d9dc26289f9b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "afac9cb8c04f44a898b532878a107779": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "afb130732d074aab8812a8734a652e61": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "afbdd40d9749443ababca4dd37ee969f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_091f9bda28cc4558b11950a00a4e0776",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_f5d1217daf05475e9b5df326a3dd9a66"
      }
     },
     "afc00bf748ad4e7d944aeb29e124ac92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "afe30e88c01447f6a017fb758d96dbd6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_a0e873d1c78d4503be2fc248be812e9b"
       ],
       "layout": "IPY_MODEL_49ab3c81458a4d07a7173d6c7c93763c"
      }
     },
     "afe7b495a19b4920965bf48b0e7ef209": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "afef4e04182e4e4b8700d845734f19be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d08b67fcc7da4e35b09df0bee24b6c94"
       ],
       "layout": "IPY_MODEL_5844724f8a1f422ab11462b3df85587f"
      }
     },
     "aff55810f87840c199ed6a20bc884e39": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "aff92c209b1f4102af9f99e66216a191": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "b0017bd1532e4e74a44968cbdf98c7e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f673170d47e245d08bd47d64d77bd6de",
        "IPY_MODEL_f2867b429a3e454b913547a52641be34",
        "IPY_MODEL_0bc924a12329442096f8b6df18f8ef05",
        "IPY_MODEL_daa6e87e49694ec9b546bdddcb9307d1"
       ],
       "layout": "IPY_MODEL_374ff9a7684346e98504b65a70067e43"
      }
     },
     "b00a9d4f5468494399e799d81ab0e74d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b0129da473364b388ac32acfdc987db2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b02aa6f7a20a4603bdeb5ba5f7f509a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b03e9c932b8c456fb9e4a0d46f243ae9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b04c825bb45d4933afecaa2ed90fa4a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0f541e9f13d646a4b6034cf120add244",
       "style": "IPY_MODEL_4a370ababb0342b4aab9f7041c34032d",
       "value": "<div class='divider'></div>"
      }
     },
     "b051e73f435f4f9f97243606f3d81778": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "XGB2"
       ],
       "description": "Model Name:",
       "index": 1,
       "layout": "IPY_MODEL_7d918aa79fa4438c9adb9fe6281ff87c",
       "style": "IPY_MODEL_e55e0a22ff0e4f6e844a8f175ed4153e"
      }
     },
     "b054039818624eb0a7ebf778658617c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b057b53db75b4639b6a28f9e1abc879c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b00a9d4f5468494399e799d81ab0e74d",
       "style": "IPY_MODEL_6ef20364541c4641a82395cd8e2f8e99",
       "value": "Layer_sizes:"
      }
     },
     "b068acb0524d4874bae776bb1d25cee7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b9647705e6f54f49a62bf7e588605604",
        "IPY_MODEL_e8369691bdec49f4ad1ce320f0bc4c0e",
        "IPY_MODEL_a7b5fe67bcf44d9e91f9e98cbcb558c3",
        "IPY_MODEL_6317467de9ef496d8a66b3dcefcbc99f",
        "IPY_MODEL_ba1afd22ac8246c88377b13f294ab358",
        "IPY_MODEL_8c7775f4a785433eb9735778ab5b3740",
        "IPY_MODEL_99fa9a730527426ab07c0cf4fe20a5f5",
        "IPY_MODEL_d623e5b6864549f69b38e87347aaf360"
       ],
       "layout": "IPY_MODEL_d5a87dbf6f29405d90e3dc7da0e0e6a2"
      }
     },
     "b06bb29e475a4d5cbe89a22165d60805": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e8565ec5d2a7441fb1710457abb9249a",
       "outputs": [
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Group Category</th>\n      <th>Reference Group</th>\n      <th>Protected Group</th>\n    </tr>\n  </thead>\n  <tbody>\n  </tbody>\n</table>\n</div>",
          "text/plain": "Empty DataFrame\nColumns: [Group Category, Reference Group, Protected Group]\nIndex: []"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "b07e49e8672945d690fdfee68f5853d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b097b1e7d55b4cf38ada3e7d905a6763": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b0a05604863446d7baa44f86f688f28b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b928dc9f9fde44d19ad6f1d4a34eddfb"
       ],
       "layout": "IPY_MODEL_622446b97fef4d5cb7f9070cd4945bb9"
      }
     },
     "b0abc84e6dc44333a791d3c76959ea09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8d7527b9aced4ee4aa8dfa198d57084d",
        "IPY_MODEL_9236fcbbe2864897889c8df95ab87e15",
        "IPY_MODEL_dd14efc4dfda494b83fc01b3143404f8"
       ],
       "layout": "IPY_MODEL_686253883e1c47929579a86ef4f80b5c"
      }
     },
     "b0c59a4f0f244a14ace61a256f38ddfb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_9b302421e836468fa91488223df2b7b1",
       "step": null,
       "style": "IPY_MODEL_187d9e6da47f41edac12d5002d57fa61"
      }
     },
     "b0cbd32bd0dd4691906d50d1ac3c69a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b0cd076805ea42358503ae6f31be962c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b0ceca1f34c54191843fbea89b703c65": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b0d11a34004c401b9e45e17e52a8071c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b0d4c51e6f37493f9ef92251caa59014": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "b0d72eca88704130badcf9183a10c72d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 11,
       "layout": "IPY_MODEL_5346b7cd54524adcb33c268bdacf414b",
       "style": "IPY_MODEL_b9caa05d19b540649d088c67201cf88a"
      }
     },
     "b0dbc9de4a4943cf8e9ccc6af565f937": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_24393198ad2f40b4b928c4c7893e5a63",
       "style": "IPY_MODEL_8586febbff7842c3b2e1190f38fd021d",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.0105</td><td class='ptd'>1.0055</td><td class='ptd'>-4.1115</td><td class='ptd'>-0.6876</td><td class='ptd'>-0.016</td><td class='ptd'>0.6619</td><td class='ptd'>3.7235</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.0038</td><td class='ptd'>0.9987</td><td class='ptd'>-4.4414</td><td class='ptd'>-0.6617</td><td class='ptd'>0.01</td><td class='ptd'>0.6781</td><td class='ptd'>4.5475</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.0271</td><td class='ptd'>0.9966</td><td class='ptd'>-4.0406</td><td class='ptd'>-0.6994</td><td class='ptd'>-0.0264</td><td class='ptd'>0.6424</td><td class='ptd'>4.3087</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.008</td><td class='ptd'>0.995</td><td class='ptd'>-4.4915</td><td class='ptd'>-0.6591</td><td class='ptd'>0.0048</td><td class='ptd'>0.68</td><td class='ptd'>3.864</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001</td><td class='ptd'>0.9876</td><td class='ptd'>-3.9901</td><td class='ptd'>-0.664</td><td class='ptd'>0.0007</td><td class='ptd'>0.6597</td><td class='ptd'>4.0931</td></tr><tr class='ptr'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.2716</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.0569</td><td class='ptd'>0.1701</td><td class='ptd'>0.419</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.7284</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.581</td><td class='ptd'>0.8299</td><td class='ptd'>0.9431</td><td class='ptd'>1.0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "b0edae8fb2f948feb707aa77476ef13f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b0f50b7aea8249d7aae8bed83aefaae5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b0f74e9a55f940d8a1c9a8089b78f951": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b306cdda79db4bc2baa917aa26e91fac",
       "style": "IPY_MODEL_2b23471920d04665b9767c775afd1a77",
       "value": "<div class='divider'></div>"
      }
     },
     "b0fb7b637a994321bd5b0192a3e10a3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d215fae705014153b36cb074bcc900ea",
       "style": "IPY_MODEL_00a4e03127d648db941359aaaac99033",
       "value": "Model name:"
      }
     },
     "b101802384574f8790f671381c3b15ab": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "b102501a430748e68448062dbc4926d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_54920ac9d66f422bb0a8da9e09e9c93c",
        "IPY_MODEL_f66189b0da654160ba36150f468bd2d8"
       ],
       "layout": "IPY_MODEL_f8349b4dd8034a30af5fb80ac2f3b5e6"
      }
     },
     "b1072892ba5a4e28861997f04074a2b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7ca4855da869473299e14a772799813e"
       ],
       "layout": "IPY_MODEL_8c244cdc7050467eaece6d9882cf5a4a"
      }
     },
     "b10937ada86c4f789a23027cc8e0b407": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_90489be5330545e1a982a18a0229834e",
       "style": "IPY_MODEL_90995a3bc83947929b6a1e97dead8c59",
       "value": "<h4>Multivariate:</h4>"
      }
     },
     "b109faf170534e1185312d2c1078f7ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b10c2fede783406a978f3b53dd9fb77d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_da02913df02543c4aabcd5ebd65110dc",
       "style": "IPY_MODEL_db3e607203d9442980b4ee61e4888d97",
       "value": "<div class='divider'></div>"
      }
     },
     "b11f8839054941e5a283a935c745c5a8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b1213dced64d4ae781c31d5d4f97c5b8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b1249cce7e4a4ddc8c3f9139df4510cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a6bd8f7d04b247feb2b7f592c9fcd5d9",
       "style": "IPY_MODEL_3539a5376d2547df9290d64faa6864f7",
       "value": "gamma:"
      }
     },
     "b12e5ec7fb414044be2f3413a724872e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b13f8fccfee2426ea63a92ad14d8e724": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b149d2796f2e4211ac63c95e539bb7a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b14d7da8f9014d37a13ec642995d8aef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_ff077166fa544b829d9958ac6eb9a012",
       "style": "IPY_MODEL_51a2c40c55eb4c3a9035598a3a43961a"
      }
     },
     "b1572cab483e4c9e91335ebd3e2fa002": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_d0dc578931964411bfbf5e68d52b46b6",
        "IPY_MODEL_eebbedf043b54ec58977b40354d189d5"
       ],
       "layout": "IPY_MODEL_b232799dffa3481bb66d8d64f825954d"
      }
     },
     "b15fe09f8029450c89651d29aaff89b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7356ec86400b4f53b637d7b26c88a48e",
       "style": "IPY_MODEL_69476ae4888a41fb86f2a633db8d898f",
       "value": "Loading..."
      }
     },
     "b1662772f2914831be9b0b69652fe8ab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_af3eace2400f49a292ab17a75aa37b08",
       "style": "IPY_MODEL_5148ccea8c1c4c8ab310d56c18337436",
       "value": "<p class='notification info'>Register GAM Done</p>"
      }
     },
     "b16e2fdb31d941779566ac89903b58dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b17b5b91b8fa4b85baeb515f19c859ea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9e654872d2fe46f3a3c2ac579f6bbe9a",
       "style": "IPY_MODEL_5cb9752f6718402482e3d43fae48a96c",
       "value": "<p>Target Variable:</p>"
      }
     },
     "b188fc7580794c148ddb77f413c12d19": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b18cc8c7a9d3409fa87262cd21427672": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b19b347123af4e319367dca30db6b86b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_91a54fd1420c4659b1a4b0270bfb348c",
       "style": "IPY_MODEL_9e752eb5663b4fc8aaebcc7c4473d730",
       "value": true
      }
     },
     "b19bc199aa7e4e28abe0c373cc0487b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b1a2adb52ad1432ca9b76689375491ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "b1c10b91e4924a93819943b986ff37f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_3bbc5632f216400fa04bda28046297a6",
        "IPY_MODEL_9031ee1ee979457db94c05808ef640c8",
        "IPY_MODEL_1e674e9024a543cea799b14bcca70af4"
       ],
       "layout": "IPY_MODEL_3e8f507af6584d539120f04630a178cc"
      }
     },
     "b1d639f5bbff443089c725288f88e1d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_096132d235d94afd9ed58907f49bbf0d",
       "style": "IPY_MODEL_2c0071437369433599bf1273c295003b",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "b1d7a92af40049bcacd758e32babf867": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a46450f4245e44cca8376a35d91c76de",
       "style": "IPY_MODEL_1b10368913c14503b1fb8bee8fcd734c",
       "value": "<div class='divider'></div>"
      }
     },
     "b1e6885ceee14e53b2c40d3ca46c9a28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b1e9fb1d695c48bd90d3256fc9a93d5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b1f4061885f1433497c7ca1f831db0e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b1fc460e40bd4483b234ca23cf179ca1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "b1fcd6c9cc3341509b83e5124981ccc0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_959de240098b4477a9ffe04ad4b80dcc"
       ],
       "layout": "IPY_MODEL_175f6c020671461bbaa9a68b3ad1420a"
      }
     },
     "b20c2fdc66264acab5e76655e588fd45": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b20dde306bb64b3089d2661d3e29426b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b213183d022f477d98bad26517809f73": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b2142d831ff74f97b4a7c07d12e97434": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Type",
        "categorical",
        "numerical"
       ],
       "index": 0,
       "layout": "IPY_MODEL_23f3d0b2acd548bc84d7fc511d271d5a",
       "style": "IPY_MODEL_5633bcc0d51542d18a1eecaaa309f652"
      }
     },
     "b226f7c8676d4cf0b874ff9175bfea2a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b22f729b2a6a435dae6798df261aff91": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b232799dffa3481bb66d8d64f825954d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "b23ccee61bae49d7a947ed094e64c5da": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "b24f9cce69aa4847ab0f2b21da4ed97c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b266dc26a1db4a878fb4e033c54f7158": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_3c7cae55e74d423aa94d4a9cff740229",
       "style": "IPY_MODEL_f5291375bf1e4e8abbea3b287fcb74be"
      }
     },
     "b2930a0d1f5f41c3844bdd5ef00b40f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "b29f10d69bf64e6697c04fb0cc9c0f91": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b2b5e36660ee49819c7dfaca35929142": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "b2ba6fd74d0f4e1b86dc13c7fad8a52b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_69e42e42868740179053dc345c60350d"
       ],
       "layout": "IPY_MODEL_7c9420067bf44ef7ae1de1c8d4e4717b"
      }
     },
     "b2c21c9d1c9e49be9b51121f56f77977": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 9,
       "layout": "IPY_MODEL_243e1899afb14957a0da325912a4dbf9",
       "style": "IPY_MODEL_26a2c441580441219914f1e7b85641fa"
      }
     },
     "b2ced43c77dd466fb0a66e79c2f2e26a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b2d05eb3e03242849bd412e85c172d52": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5154f0e71c0942d48c78e1afcc8a7b34",
       "style": "IPY_MODEL_b551b098f50d44578d0f73eef551141f",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "b2d41bb104da4b4cb87c0e633317f20d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_da9c98194a8742519f219de7e5e155f0",
       "style": "IPY_MODEL_c4eb2c731c2940b1b2b8943d5371cdfe",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "b2e47003d6ae4ca4911621665ef144c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b2e97669b3d043f3bc5fb08f8b2ca043": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b2f6a774467d4edeaf6a3a67aa75d01f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "description": "Model Name:",
       "index": 1,
       "layout": "IPY_MODEL_e81b23bba28644239392a77a3ce072e1",
       "style": "IPY_MODEL_46405286da8d413d93c96bef17b30cf8"
      }
     },
     "b2f6df97263d4ef09538c182f7594e53": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_b333e2607d0d4fc58f9f22e6d3d31503",
       "max": 10000,
       "style": "IPY_MODEL_ecf74373d17a4f5f87d2298094326b2d"
      }
     },
     "b300078416b242c9a8e74ee75472c8f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b306cdda79db4bc2baa917aa26e91fac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b30733359ad343bc8810c622f5273940": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b317a6d711764c1e976bc173adda5930": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAMI-Net",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_1dfb7f86864b4796aeaeeae7bd73fed7",
       "style": "IPY_MODEL_c0e7c6fa96db463b917e6cec23629a44",
       "value": false
      }
     },
     "b333e2607d0d4fc58f9f22e6d3d31503": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b33bb0e7de464fb18b0399dcb321129c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b346e0de577a4704afedc0d51751a2b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_df574c79588a42d7adf253f2bcd9b37b",
        "IPY_MODEL_5b524c3adafb4cb387773aa754deceeb",
        "IPY_MODEL_48eb40629f014c3d9e68afdd4bd8072b",
        "IPY_MODEL_49a4150854704c91ab75fac0838445ab",
        "IPY_MODEL_896211bc241341d4a99c5b30d3aa0223",
        "IPY_MODEL_1ec7642a0c9944dea36d2d03b4e64358",
        "IPY_MODEL_df9873a508e84c51947aaa7b277d362a"
       ],
       "layout": "IPY_MODEL_783f728643a64cc29d40ec86f074f017"
      }
     },
     "b34a10e4d138433c879e7ef0d663c115": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b34e7c335c4546c18de1bc093a948bdf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "b358dde2bae04906b81003eae9801c8a": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_dc958b1323f64ccfa514b47eb11b04bb"
      }
     },
     "b35ac49adf994663bb7948656ec8be9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b36715bc67a240a8be903f23bc3ccb34": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b38aef4ad1ff4e71a8ed3ed29ecc901d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6f01044dd4a34992bc28aa0428bd3cfb",
       "style": "IPY_MODEL_83863791cdd041fdaac9a972b9f604a4",
       "value": "<p class='notification info'>Register XGB2 Done</p>"
      }
     },
     "b38bf9a9659e4417a49343144b6b19c4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b5ea4ec95f0a45c7866e311306468336"
      }
     },
     "b38cd7ca0602466fb1338aafdb170580": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a42cbb2677e14a30ad28285c246cf3aa",
       "style": "IPY_MODEL_493bbc9690b840b18ba07839f1ddc830",
       "value": "<p class=\"notification info\">Excluded attribute \"Age >= 62\"</p>"
      }
     },
     "b3971ee86356458ea263ee8a0282cdc1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "50%"
      }
     },
     "b39f934317ec4937b7e5ad5a7f19bb94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0b7c05240ae94f939926a5c186872f28",
        "IPY_MODEL_f4da2529ef4f406ea3d097a662792bf8"
       ],
       "layout": "IPY_MODEL_a45fece6f74a4425890ea43009b4a1ea"
      }
     },
     "b3a636f656494237b53366beb9787af7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_69810afeb02242e1bfacaea84d13f4c2"
       ],
       "layout": "IPY_MODEL_74b18bccb8ae46d0826c4255b4b48c67"
      }
     },
     "b3ab707b81be40eb96eddad86e566af2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "b3ae24677c0848819e73c04624b56bb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b55d3d8763684895b5e967de69d90841",
        "IPY_MODEL_b14d7da8f9014d37a13ec642995d8aef"
       ],
       "layout": "IPY_MODEL_5750d8a5189b46cd96cf2dd6988797ec"
      }
     },
     "b3ae499623844e069aabfbe7355528ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "b3b8f9b87863467fa4eca0f33ee98760": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b3bac0df523247a7bc301fbc2c151405": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b3d3c51fa36d4b3bae4add15804d0e15": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "b3d4fefa77e94e46a13511bd301893bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "b3d63c4bfd0a435fbd37902156c20590": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "b3db4a5d3fee45fda2ef6adba2caa3c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b3df249d840848a6abdc78dd6da6b1a0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_008ce0d348814c3a876292e73fa4e8be",
       "style": "IPY_MODEL_3a1709538997415c99a0dec08627eec2",
       "value": "Random_state:"
      }
     },
     "b3e270ddb1994166a8afe5f8851a3169": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_69cb6848210d4b20afef44a207e8f201",
       "style": "IPY_MODEL_314d74b0d02d4d3486241adaf0a8c519",
       "value": "Outer_bags:"
      }
     },
     "b3e575738dea4b7e8a98996730b6a1a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b3e89731be104267b589a3c3e8a5b41c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b3ef661cd9ce45aa85e820993c2285f4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2a6d532466e54b3d9225a5200f890e82",
        "IPY_MODEL_67d09c4e37f54c21836d81d7726f6070",
        "IPY_MODEL_05b9ea0f8a73450abad9ab3b85e97af6",
        "IPY_MODEL_2e3a5c9390014240b6da8c45a4523aa5",
        "IPY_MODEL_ba171e9864ae495b929067654326a14b",
        "IPY_MODEL_6195bcc2914c4e75a5b45c361baec588",
        "IPY_MODEL_951c777d8c1f4cceb5df743fa3a506af",
        "IPY_MODEL_50d9379a5c1743c9a6268be8a9e47b9b"
       ],
       "layout": "IPY_MODEL_5a9c48c3ca844a86a55352a81a06411a"
      }
     },
     "b3f14b56ee3244f89e5194f0b0ab39f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b3f8443910de4da085e5699df7d79470": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b3fc7f95b7094aa193d19eade88f186b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b3ff556c508f42c8b883606eadd0785b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "b40021b1b9fb405f89dbd3781bfc321e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b40606085be747c8b69e0314b0913e6d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b41d7caa66f34356b420dc4147752071": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f9332bbb4f7b4ffb87f9b79f78feb64a"
       ],
       "layout": "IPY_MODEL_3faaebb25a1a475daea1348f1484c1d5"
      }
     },
     "b41ff6be9a6b462788c331dbedf05f5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b429caa578a54243b5239eac14d16a84": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB2",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_2c306051ac4b4ccc994021b0b0f02840",
       "style": "IPY_MODEL_375618482b4d493ea7f09724f9ea24d5",
       "value": false
      }
     },
     "b4577af772524f91b5d00b9b11dbbc03": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8694b5ff40ef4859b50c410c5f11ae0d",
       "style": "IPY_MODEL_8a9a176d24794768966e2a4d98f91ef5",
       "value": "Max_epochs:"
      }
     },
     "b45ecfce67d943a2a0e639efed2b35e9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b46d3140f23d441eb14ecc76dfdf51fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "b48519a5276d4779a41dd4a0a5e519ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_518f0ba224f045c0b758729496251844",
        "IPY_MODEL_080448b2a8ec4ca3b0a6799b0a29d8a0"
       ],
       "layout": "IPY_MODEL_97ae39f637a243b49406832388eb2ef2"
      }
     },
     "b488ef2926bc49b188f810ebf45b914c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "b48ac236f3064154ad32d5fd0d29d049": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b49405ac04f54d1486ca30d322ce6374": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_da6afe3d43dd4d55a4dc5daec7675879",
       "style": "IPY_MODEL_eb7db221fba24462ae3d25a31f9e24fb"
      }
     },
     "b4969935b74f4eda873c9aaa20b2d2d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b49faf9d82aa4d6a9d0cfa6d5ec400e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6c8f8130ba5441d79f9b2d667b779355",
       "style": "IPY_MODEL_6c304f90d4c542248a8eac3245761147",
       "value": "Threshold:"
      }
     },
     "b4a3a8a6f8ce44ce8f6c1f69490d013a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_be0d92e225d54499bf231af345ff8276",
       "style": "IPY_MODEL_365e857dbff54d5ead8f2ff7d303f48a",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "b4ad4ab2b11d403b831d4260edd81b3e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "b4b06c9bd8504243a92acef0aa313159": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b4b6594b8aa34263bc95eaf490af9ef6": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_58e803194d344a2798a8e01847e8e417"
      }
     },
     "b4b896c11f52484fbad70e21cc1a5903": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b4bdf0a9819540879476ac33487b383d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b4c6940b51a0491686aca09068256dd5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "b4cac921d7d84a07804244da7e68f08a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b4dcd8e3268a4c798cc3a3190d64dcfb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9711a8647edb47b6922c5e4327355f97",
        "IPY_MODEL_a1f95827f9b2482c9a7d796588588e70",
        "IPY_MODEL_b1249cce7e4a4ddc8c3f9139df4510cf",
        "IPY_MODEL_82cf2199b5dc4082b0414adc4dc61087",
        "IPY_MODEL_1e0e808a9a0a4dacae0d7e872702777b"
       ],
       "layout": "IPY_MODEL_27a2bb74a3d846cfa5c7ce3639b1dba0"
      }
     },
     "b4ec228de453428d99c102dfe4851ba7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b4ee9376ab2f4cee90bf8b71ef2a7cc7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_fb7fb3ba4e3340cf9569c95b6642bf6c",
       "max": 1,
       "step": 0.01,
       "style": "IPY_MODEL_17498a0484004469ae10c4cc1a4376b5",
       "value": 0.2
      }
     },
     "b4f581d5f2bb4946834708225f2241b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7ca4855da869473299e14a772799813e"
       ],
       "layout": "IPY_MODEL_446569181d4d491bb52aa4b1b1a35b79"
      }
     },
     "b4f6fb042e44482d83b38d43cf816344": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "b50bef757fd841828d99bce6c8f8b270": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b515ec3eda0d4fc795b67c8f246080f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8c21653716cd43869671bc8029d7f08e",
        "IPY_MODEL_31f2ecd1974d44bab83f73b0a30f0507",
        "IPY_MODEL_0d1d7e71b25d47479ab4d91bf3122d71",
        "IPY_MODEL_1e67a7a10baf4295964b66c02c4ee268",
        "IPY_MODEL_2c77c326db3d4863851c812900546a26"
       ],
       "layout": "IPY_MODEL_95d78b731c774a4abe81af0b86f47abd"
      }
     },
     "b51fc95aeeb148fb8a1d1d9389e8d47e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2415e11d439c4ae4ab2d3862ba343a12",
       "style": "IPY_MODEL_700b6ca48031419fb98a32bef19bf411",
       "value": "<div class='divider'></div>"
      }
     },
     "b52a6e3b108944dfa82cc7d0a09a51f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_cdf882746ed548f3b7d5aa8597d3cf26"
       ],
       "layout": "IPY_MODEL_157eab5450be4c17a48bb4e208bae26a"
      }
     },
     "b52bf4a84af44ea8ba81e245c87a8d7a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3561cf54fb3d4466af03aeeecdbe19b7",
       "style": "IPY_MODEL_d7a832e537bc4fdea84a277e75e2eb93",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "b5393186c90541d99c0c6e4d1887b032": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b53d063ef6f5493da9421c2477210bf9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b53d2335686643b0918cf694cda2b2d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ba635a56ce4e49f89293be4875fc82cb",
       "style": "IPY_MODEL_3327b66962414f02b28aa7b817811a5e",
       "value": "Batch_size:"
      }
     },
     "b551b098f50d44578d0f73eef551141f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b555fc1c09234284a22176f32440041f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0e36ad57b99a46318f7bce407f9d8743",
       "style": "IPY_MODEL_e4fa142dfce149ada7a653df546320fd",
       "value": "Model name:"
      }
     },
     "b558e93ae34e4737bca8b327f1a11b9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Type",
        "categorical",
        "numerical"
       ],
       "index": 0,
       "layout": "IPY_MODEL_4704eed1791048949c01940262d6e263",
       "style": "IPY_MODEL_05e4f765d3f84bf6ab1f087758e98184"
      }
     },
     "b55d3d8763684895b5e967de69d90841": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_72c2d2ee1be14f1c8010065c138826d5",
       "style": "IPY_MODEL_81cfb326c86849e5a7f48f1ab95382ed"
      }
     },
     "b571c46506f7483290fcb15abf20992a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b58ad26a4afb48ff866eea57965643df": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "b5959f1f39254683ad819ceb2bb4ce6f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b5c7df1ac9f64134a2256b795489403b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b5d134b04d244de482fb7634d15c7c94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b622d41304b4478ab93ef73d424ff5f3",
       "style": "IPY_MODEL_350cf46ad738451eb4fef1bf9732bffa",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "b5ea15edb4da4158bb2e06ea72d8b1ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b5ea4ec95f0a45c7866e311306468336": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b5eb34c995144b018a6f6ed0b74150ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b5ed89675c434415bcf881d73677dd13": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b5f5cc1d1ae14892bcfdca46d3bc2484": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7f699dbf12a54467a47ab040a220ee04",
        "IPY_MODEL_890ab95b38874721bd078708f281a79f"
       ],
       "layout": "IPY_MODEL_873820ebbdc74ec2a3d42282c0aee603"
      }
     },
     "b601420330084b4e93af626e618ccb3d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a0db431dbc974468b99dcf4e7ecb845b"
       ],
       "layout": "IPY_MODEL_226d64be1bb74659825ed526e906e9f2"
      }
     },
     "b6082b51883a4a3eb126c5177d3084af": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "b612d7516d334d17941ded5272a509d3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "b61a328a01ac4254abc16d84eb5cf624": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "b622d41304b4478ab93ef73d424ff5f3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b627eeb49fa447739697855b81573828": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b62d7ac7665f4a72834b592f8daa42b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7e1738c2ddee45098482fa4a70afe75d",
       "style": "IPY_MODEL_b36715bc67a240a8be903f23bc3ccb34",
       "value": "n_interactions:"
      }
     },
     "b63c73b237d54062af016e26bb99cfb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b6535431aa904d05acfe6419559e774e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_404b319aa6c54229bacd895003149462",
        "IPY_MODEL_b9616a9b413e4ad1bafe5578d48c3f4c"
       ],
       "layout": "IPY_MODEL_2a7e910389504233bfdcded474ceba67"
      }
     },
     "b65a2ccdaf3143278dc6bb47c8a3469d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b6651029a9f249069fb3cc53c130b986": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3f5924718fc849c78669bb1cc91a8aab",
        "IPY_MODEL_ec3434fab80e46fc913e051bb4d188e9",
        "IPY_MODEL_469dcf32525d4ac6b0cde6d496ddc644"
       ],
       "layout": "IPY_MODEL_8292611b49e7435ab48ae553fe57cfea"
      }
     },
     "b66b8ab7e1744e298edbe854b7c8c0b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9bb8aae8da13482ca23615d7267d4af3",
       "style": "IPY_MODEL_8cc8627a494a447a856d235eafa52889",
       "value": "Batch_size:"
      }
     },
     "b66ef31fa7bc458182786199748b9655": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_8a00614a4a334942ad5c5562b897cfdd",
       "style": "IPY_MODEL_bab41504b7ba4868ab16f9e5cb3b52d4"
      }
     },
     "b68058730bb1492c9a4d231e7cc2192c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b68402c8bf364acdb3fa51eff079b297": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b691ce7d6dcf43b385765117dc9c0d99": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b95ceb105ddf4fa788af5ef52aecb0dc",
       "style": "IPY_MODEL_d865b8bfd682485bb8dda13d001f6cdf",
       "value": "n_estimators:"
      }
     },
     "b69f87d638f442fb89009ccfc4f9cd56": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "b6a1e28d64f4498d96bf2c9378df247d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f208d8cfedf541b4a29a133982a693a6",
        "IPY_MODEL_3ee63753598e485dbd37e240f9bccb50",
        "IPY_MODEL_77f736869a8b4f0585d953c4a916f375",
        "IPY_MODEL_f2ce9552dfb7444abecea22e53a763dc",
        "IPY_MODEL_06c2eadbcab34041aba334409bf1aec4"
       ],
       "layout": "IPY_MODEL_8d7a17f4e7524f1d85be6f01f4bdd19f"
      }
     },
     "b6a6758bbc8545d9863a524d4c6968b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b6a825f280574c58924bea1d9c3d1c85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TabModel",
      "state": {
       "_dom_classes": [
        "data-summary-tab"
       ],
       "_titles": {
        "0": "Numerical Attributes",
        "1": "Categorical Attributes"
       },
       "children": [
        "IPY_MODEL_daaeeac42bcf489ba04a091a4314c37c",
        "IPY_MODEL_8fc153d25e95446cae870bc2f65ccbec"
       ],
       "layout": "IPY_MODEL_5c8f336a5502420298f19abef366f9ba"
      }
     },
     "b6aaddbfd1254e70accd1b4da3aed27c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b6ae256d4555410d8c8a8cc430b1d51b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "b6b7774287b24aa3b97e50c6d9bafa70": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "b6e0791f67fe45d49ceae42f3be63ae6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b6e7f1b2c0e642a2b88a426a166aaa63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b6f1f138a880444eb596f8126808abd4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c790426baf1f45d3b373c5a5f370a8eb",
       "style": "IPY_MODEL_7c1b361b8c734db3b6a4382e39115824",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "b6f39651e9d14d2993883b72583e96df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 9,
       "layout": "IPY_MODEL_15d0ef6bda7b48a380e1144e3300226c",
       "style": "IPY_MODEL_4597b4c679524803876e108ad68bdc57"
      }
     },
     "b703b246c83a4bcabe99bc8ea05efef2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b709a7d1a665420cab46ce7821a9f21e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ea411b8d9d9f4302b59628e474325d1d",
        "IPY_MODEL_1bea411fe0054b24992b277f2b13272e"
       ],
       "layout": "IPY_MODEL_d1fb636f47e649cb8d978c34788a90de"
      }
     },
     "b70bd6b3349c4778bbd607566d0aa8a1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d770c21fb6eb4aa1b3264e4796328cd6"
       ],
       "layout": "IPY_MODEL_c40dc82909bb461ab3154b35a4bd5f7f"
      }
     },
     "b70bee5c86e44cf9b5afb00998574c12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d93acf4fc62b4e74bed1ffcc29b9b711",
       "style": "IPY_MODEL_8fe1bf519d514b43abefb6cf44d5b8be",
       "value": "L1_regularzation:"
      }
     },
     "b7263308539944329eec2dbf3a165454": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "b728a56ef18e4e7c8281fabf66bcc2c0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_1548638c94254f34a4f483fd8ea23a2a",
       "style": "IPY_MODEL_12dd4628e18341929e44368434d9c4b7"
      }
     },
     "b72d11657f354df4bc410cbfd4c16873": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_63b828bd9c6c49c58ce135ba57fba05c",
       "style": "IPY_MODEL_dacaf92403034452aa67f8c76d8f647d",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "b73f09163aee43b2a6fe570c49837ad4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_72425365686b4e1d87a03c5c9dc55b29",
       "style": "IPY_MODEL_273db16302474db6bbf234516b82a5ef",
       "value": 10
      }
     },
     "b73f7828feae4d14a87a806775da5693": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_83bc58433d7e469e97413e54ecce46d2"
      }
     },
     "b74e62e055b54f7d9b984de80c055b2f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b766ea80b695448fa05248fe46d29721": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b76bb3abc02e45ec96b331d611c044e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "gini",
        "entropy",
        "log_loss"
       ],
       "index": 0,
       "layout": "IPY_MODEL_a7c37742d63647b9bcc275049e73d29a",
       "style": "IPY_MODEL_69b3e1771c0847df98a2683d976b5729"
      }
     },
     "b776809e27154191abd4b203a88453b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "b77839e22b634f6f859b31d9f5f43161": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b7861397e575440a98f163eafe5bbc72": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b7a13944bb8c42eb93469d894ccd5ea8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b7a159c4e8a54bd99fbb6207655fdfd7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "b7af8bcdad1041a8b0509acf14aa86b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "b7bf2d51185d4a54a1aba06d4da6f30d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "b7bfd80d4d094faaba1aade7f4142be3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b7c2fcaa893241fcb6b283f195089b02": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e679a48d469a43ffb6f401478bf0d0cb",
       "style": "IPY_MODEL_91df8d99f54d4536ad1283fc51db5397",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "b7e9f13246f548c18fe9b9636ba6de52": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "b8056ce4bde7424e9fe05d94c5f496fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b806a8a7b4c1417ca0ed2e2afa40b843": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b808ae0617ed40648a3069259601b832": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "b80d33bf7f1a4ec5a733761dd18a6669": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b8417a10667d4f7986ea89d674ade53c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_9d6c656e5eed4bd08ccf46947af42709",
        "IPY_MODEL_5bc3181cb88c494cb6027f7e131494ef"
       ],
       "layout": "IPY_MODEL_05e10c85db0d4523806ee2b3dce17a2f"
      }
     },
     "b8477e36412e40f996eeee9901abc99a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b84c598d7eb345c5b16c3ab8b1190541": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_435a17fca84f4f768014c4bc1125acd5",
        "IPY_MODEL_cb18487b068f4d2382b021c8a0a5c36d"
       ],
       "layout": "IPY_MODEL_2bc327668415488d8f8db04ed78ec7c7"
      }
     },
     "b84cad615e164b86983f0a40e8f828e6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "b871cd2b6c0e48da9586aca956cde514": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img",
        "card"
       ],
       "children": [
        "IPY_MODEL_f01d38143a1c423f96a059e7d73b51d3"
       ],
       "layout": "IPY_MODEL_5206ccbfaa004bb3a86faa65d20f8598"
      }
     },
     "b87579aeac374ccfb013828d9ffc1c4f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "b88af74e5ff94b4f822e95e7b9c06209": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_39e042e2481e4b25a6feb1edc343dd55"
       ],
       "layout": "IPY_MODEL_4f19a21c237b44a4bfced1dc9e195e14"
      }
     },
     "b890292cd243422a8fc4a4db88f0e74e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_85a3376b648d4a4baf3af0860944e091",
        "IPY_MODEL_b04c825bb45d4933afecaa2ed90fa4a7",
        "IPY_MODEL_a6f20100af96454e9f02acd8c3307852"
       ],
       "layout": "IPY_MODEL_b07e49e8672945d690fdfee68f5853d0"
      }
     },
     "b896c7a7526d405c98ccc1136f12f37e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "b89bdb3933f94fbab15437f4568b6085": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5e1db120bac44d308c27b725165d9230",
       "style": "IPY_MODEL_cf88ad4b233041629bc280ea06eec8fb",
       "value": "Metric:"
      }
     },
     "b8a4402dc0814671a8119b48456ee0ff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "b8ce9cc29b584a69a1c6dd7a6a9fa2b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_5be780dbb97149bf872beb648bda01fc",
       "style": "IPY_MODEL_ad5b7bb9c5b749eba53758ebc6c5a928",
       "value": 10
      }
     },
     "b8cf004e823c45009b56166b7c34b2c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "80%",
       "width": "100%"
      }
     },
     "b8de09244eb84542828355cac1ab594d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "b8df7ab1e0cf4c2fba35b6d649722489": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b8e6e8c73c114fed8c1e83bdde8e969f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_7a9c665edfdc4a0bbae836d471bfdb09",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_0674ab1d1a60460c8eb6b0f4b7af4891",
       "value": 0.8
      }
     },
     "b8e99c9c9b0b462b9df5f1329a65089c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b8eb75f7b6ca412d816a56ea463bf0dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b8ed726d62b944de9e3b03eca8ca083a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e490c838108f4a738ddfb2e9ad053956",
       "style": "IPY_MODEL_33d14828028545e084881f43cb13e511",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "b8f7510a8ce149e293af41eb1f08e734": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fb92a76dd7864aeaa84c799ab5deeb38",
        "IPY_MODEL_359af0c4e6eb4599a2bcc117fbda3eee",
        "IPY_MODEL_356d2f8d8d68485b950f8a2045217dad",
        "IPY_MODEL_60b13ecc709f4f3d8dec4353c36925e6"
       ],
       "layout": "IPY_MODEL_dd96003d47eb434da2a499c9e120390b"
      }
     },
     "b8f879d320474a57bc9e63cf9124475f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b9112d1cd42a4e54b2af7c8853b97952": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b9114e59bd9142c8813f3a8722653c6a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "b915ded2a45e4b7e85fe4125f6297fae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b30733359ad343bc8810c622f5273940",
       "style": "IPY_MODEL_09fdb7b07d534d6c82fdbd25caf6849f",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr hightlight'><td class='ptd'>0</td><td class='ptd'>XGB2</td><td class='ptd'>0.8495</td><td class='ptd'>0.8480</td><td class='ptd'>0.5979</td><td class='ptd'>0.8551</td><td class='ptd'>0.8549</td><td class='ptd'>0.6134</td><td class='ptd'>0.9</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "b91d422d5542438dae510669965b4f22": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "b91df68ae27e43988cdc2c30d5e1559d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_5c5f87856e9b48c1a0cd0064a6aa9fe7",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_2d63752bd6b54ded9a87d05c55373986",
       "value": [
        25,
        75
       ]
      }
     },
     "b920c802c618450e90eedd83ecb45dfc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "b920dc753f204e46b06d5e065aaf756d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "b928dc9f9fde44d19ad6f1d4a34eddfb": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_250fd68c7a9f48deb251f6c11da86640",
       "outputs": [
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <tbody>\n    <tr>\n      <td>Excluded columns</td>\n      <td>[Majority, Age &gt;= 62, Minority, Age &lt; 62]</td>\n    </tr>\n    <tr>\n      <td>Target variable</td>\n      <td>Label</td>\n    </tr>\n    <tr>\n      <td>Sample weight</td>\n      <td>None</td>\n    </tr>\n    <tr>\n      <td>Task type</td>\n      <td>Classification</td>\n    </tr>\n    <tr>\n      <td>Split method</td>\n      <td>Random</td>\n    </tr>\n    <tr>\n      <td>Test ratio</td>\n      <td>0.2</td>\n    </tr>\n    <tr>\n      <td>Random state</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <td>Train test energy distance</td>\n      <td>0.000118</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "b93811217f8e4292bcec9531e39c800c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b938cfdd5a79482e8ddc80063b631923": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b93922fa735d4b6c9722215790c8d458": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "b94efd6fa43f487aabf2b4918fbc803a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "b957b29e7efd43c5ba20cdf436e4ae18": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b95ceb105ddf4fa788af5ef52aecb0dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b95ff9b1dbcf4c41bdfd53f0a7601a87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f79d693469be425cb55f004dc684e6a6",
       "style": "IPY_MODEL_9d2129da461b435e86336946b9096640",
       "value": "<h4>Multivariate:</h4>"
      }
     },
     "b9616a9b413e4ad1bafe5578d48c3f4c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4e87b25b322843099e63301b3ff52e41",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "2189eec27b734c48a674d4b9d19ce71e",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Output()"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Segment</th>\n      <th>x1</th>\n      <th>x2</th>\n      <th>x3</th>\n      <th>x4</th>\n      <th>x5</th>\n      <th>Label</th>\n      <th>Minority</th>\n      <th>Majority</th>\n      <th>Age &gt;= 62</th>\n      <th>Age &lt; 62</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Segment 1</td>\n      <td>-0.305859</td>\n      <td>-0.495321</td>\n      <td>1.195022</td>\n      <td>-0.476998</td>\n      <td>-0.711585</td>\n      <td>0.0</td>\n      <td>0.436392</td>\n      <td>0.563608</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Segment 1</td>\n      <td>-0.58308</td>\n      <td>-0.280939</td>\n      <td>-0.927892</td>\n      <td>-0.534633</td>\n      <td>0.180388</td>\n      <td>0.0</td>\n      <td>0.025982</td>\n      <td>0.974018</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Segment 1</td>\n      <td>-0.262612</td>\n      <td>0.075414</td>\n      <td>-0.499308</td>\n      <td>0.670432</td>\n      <td>-2.171268</td>\n      <td>0.0</td>\n      <td>0.159924</td>\n      <td>0.840076</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Segment 1</td>\n      <td>0.734702</td>\n      <td>1.134868</td>\n      <td>0.884572</td>\n      <td>-1.552788</td>\n      <td>-0.408138</td>\n      <td>0.0</td>\n      <td>0.014626</td>\n      <td>0.985374</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Segment 1</td>\n      <td>1.451385</td>\n      <td>2.096783</td>\n      <td>-0.008543</td>\n      <td>-0.839939</td>\n      <td>-0.345815</td>\n      <td>0.0</td>\n      <td>0.390532</td>\n      <td>0.609468</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>63235</th>\n      <td>Segment 15</td>\n      <td>0.040894</td>\n      <td>0.773211</td>\n      <td>1.102968</td>\n      <td>-2.033171</td>\n      <td>1.280088</td>\n      <td>0.0</td>\n      <td>0.169603</td>\n      <td>0.830397</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63236</th>\n      <td>Segment 15</td>\n      <td>0.44314</td>\n      <td>0.669094</td>\n      <td>1.709214</td>\n      <td>-2.116166</td>\n      <td>1.639332</td>\n      <td>1.0</td>\n      <td>0.142243</td>\n      <td>0.857757</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63237</th>\n      <td>Segment 15</td>\n      <td>-0.525556</td>\n      <td>-0.184375</td>\n      <td>-0.225891</td>\n      <td>-0.175094</td>\n      <td>0.424798</td>\n      <td>0.0</td>\n      <td>0.205865</td>\n      <td>0.794135</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>63238</th>\n      <td>Segment 15</td>\n      <td>-1.865697</td>\n      <td>-1.326895</td>\n      <td>-0.981676</td>\n      <td>0.710437</td>\n      <td>0.525616</td>\n      <td>0.0</td>\n      <td>0.089909</td>\n      <td>0.910091</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63239</th>\n      <td>Segment 15</td>\n      <td>-2.025629</td>\n      <td>-2.549611</td>\n      <td>-1.352743</td>\n      <td>0.574488</td>\n      <td>0.916961</td>\n      <td>1.0</td>\n      <td>0.579904</td>\n      <td>0.420096</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>63240 rows × 11 columns</p>\n</div>",
          "text/plain": "          Segment        x1        x2        x3        x4        x5 Label  \\\n0       Segment 1 -0.305859 -0.495321  1.195022 -0.476998 -0.711585   0.0   \n1       Segment 1  -0.58308 -0.280939 -0.927892 -0.534633  0.180388   0.0   \n2       Segment 1 -0.262612  0.075414 -0.499308  0.670432 -2.171268   0.0   \n3       Segment 1  0.734702  1.134868  0.884572 -1.552788 -0.408138   0.0   \n4       Segment 1  1.451385  2.096783 -0.008543 -0.839939 -0.345815   0.0   \n...           ...       ...       ...       ...       ...       ...   ...   \n63235  Segment 15  0.040894  0.773211  1.102968 -2.033171  1.280088   0.0   \n63236  Segment 15   0.44314  0.669094  1.709214 -2.116166  1.639332   1.0   \n63237  Segment 15 -0.525556 -0.184375 -0.225891 -0.175094  0.424798   0.0   \n63238  Segment 15 -1.865697 -1.326895 -0.981676  0.710437  0.525616   0.0   \n63239  Segment 15 -2.025629 -2.549611 -1.352743  0.574488  0.916961   1.0   \n\n       Minority  Majority Age >= 62 Age < 62  \n0      0.436392  0.563608       1.0      0.0  \n1      0.025982  0.974018       1.0      0.0  \n2      0.159924  0.840076       0.0      1.0  \n3      0.014626  0.985374       1.0      0.0  \n4      0.390532  0.609468       0.0      1.0  \n...         ...       ...       ...      ...  \n63235  0.169603  0.830397       0.0      1.0  \n63236  0.142243  0.857757       0.0      1.0  \n63237  0.205865  0.794135       1.0      0.0  \n63238  0.089909  0.910091       0.0      1.0  \n63239  0.579904  0.420096       1.0      0.0  \n\n[63240 rows x 11 columns]"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "b9647705e6f54f49a62bf7e588605604": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_72e5ea6d3f8c4ddabb79cab9a175cd39",
       "style": "IPY_MODEL_3b394db3c59b4562aa74cdb069b452da",
       "value": "Layer_sizes:"
      }
     },
     "b9661529419447b4b1eaa448cf6a1264": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b97da2b82ebc4bcca3741c34d7e4a1c0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "b983636d52eb4013bcb07251816be2eb": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_24fbb0145cd3487fbeec462bb7a28c85",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "699b654f292c4deb9ce7f396ad0c665c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "b9a12d612be347849b2d5790a1eb207b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b9a3b63082b04d8799d6dbf239e3a32c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ddac6f0a87b84777941d62e83b5b48d4",
       "max": 8,
       "min": 1,
       "style": "IPY_MODEL_558b6e9f1fe34629a345b10e32c6279c",
       "value": 4
      }
     },
     "b9b69606d2c64de89a1785a531c83dda": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "b9be447b257e4dee8e631f736a497442": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b33bb0e7de464fb18b0399dcb321129c",
       "style": "IPY_MODEL_c36f605c6af64dd3a25a030025da33af",
       "value": "Protected Weight:"
      }
     },
     "b9be581b5fee42dba060601138cbd95b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "b9caa05d19b540649d088c67201cf88a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "b9e4352f12694605872e4a368cdefe1f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_531fb4dd0dec48d796790a45d238d3df",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_4428692cd6be41bd81d2941244cbbd0c",
       "value": 0.6
      }
     },
     "b9f3989d08a943cf8cd6a35e80811e93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_72cca555728c45c7abe331cc859a6522",
       "style": "IPY_MODEL_75f8932e2d434204ab8935846ec1deb0"
      }
     },
     "b9fffad941fd4946b445e44843174d8d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ba03e2d52b954aefabff9f7d7831efd9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "1px",
       "overflow": "hidden",
       "visibility": "hidden"
      }
     },
     "ba0402ed13e94073a4fe6f1136f12d00": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ba13b9ff132d4350b45a56003c7f52b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ba152fe8048e48a191925a84fcb4a679": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ba171e9864ae495b929067654326a14b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_e85fbabb51df4b58b02fd9ffcd4f181d",
       "step": null,
       "style": "IPY_MODEL_0c810c5698c148739d2c54669eae7d92",
       "value": 1
      }
     },
     "ba1afd22ac8246c88377b13f294ab358": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f97f59773301450c9bc765377cf09020",
       "style": "IPY_MODEL_9e07e4448a304242be8be62589335ba3",
       "value": "L1_regularization:"
      }
     },
     "ba323e1373e24eabbb62ca869467fe94": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "ba3cf2315e1f4b3c8b75831503a95499": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ba44beeb40d947c6bd5d61adbbc55e53": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "ba53371a476f4cb9b6c1dc883e5da272": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ba635a56ce4e49f89293be4875fc82cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ba646cdbbd7e4d8ebaaa4dfbda63a23a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ba6d206d913447a3870e202160133428": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "ba81f393c73e409b9b175e381862ff28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "ba889d879d004f97993b763647c2db5e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ba8bc0f8ca5a476fbd9a79f76b8d0e8e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "ba91042ecdb941bf9eede0ed7ee6919f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_4a76b67ebb284caaa971c2e3d41d3071",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_d0be00d4ac6348c7b9dc7dfe8960a0ba",
       "value": 1000
      }
     },
     "ba94196a88764f828ea81cb3b3640e81": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ba985819295d49c3bbd8a5438e2934fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_34583d8696424773a19abd357d5ec114",
        "IPY_MODEL_cf810a7f49fd4e08944bb44956bbad6a"
       ],
       "layout": "IPY_MODEL_32b3083683824733a6e32dd3ce2412f8"
      }
     },
     "ba996939e82a42248627d8da10a21aaa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "baa03aa543a5457b9f77f23b96ff32ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_be77cdbefb014954afe239fe0b6a71ef",
       "style": "IPY_MODEL_5ccb8bdecf7f407890bdc946f1e1bfe9"
      }
     },
     "baa3143c4f4f49f1b862a836e59a1066": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_31b18c0d24da47538f616a63017d1114",
        "IPY_MODEL_cc6210da81974d31b4f82ef39f036ece"
       ],
       "layout": "IPY_MODEL_06ea2fbec73c4e0c8d8f8f25377c621e"
      }
     },
     "baadcc4a27bf40538c75db9ca0c24420": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f1976a38dea14237bc0757ce608bf0a5",
        "IPY_MODEL_d5ed62b0d0cd4280bfea291575333443",
        "IPY_MODEL_6667ffcf371e413684a0178310c084d1",
        "IPY_MODEL_e9883ae015a44ba696aa7a1cad07292d",
        "IPY_MODEL_1054d9f65dd34be99a732a6a98ad8f11",
        "IPY_MODEL_39bc4d40cddd4742b13e73f0d1458e97",
        "IPY_MODEL_d641715a194e4a4c8bb672af26222939"
       ],
       "layout": "IPY_MODEL_703c2a75cbce4920b46cc48f6c1f561d"
      }
     },
     "bab41504b7ba4868ab16f9e5cb3b52d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "baba168920964270a6c0897ee11bacfc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "babbc2dc5db44c2e9a47167ff49aad79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bae161ff0ca44c938871648c13479b9a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "baf26f467ff4465abb65069af77fd732": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "baffd371dd4843e6af4585d3503f2127": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8b1a6ed1bff74d079e4e893a49eed8d5"
       ],
       "layout": "IPY_MODEL_17b93fa4d028411dbb4c03e5c3f934cf"
      }
     },
     "bb049493f9824fd8bb7ce1a903fdfe28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bb052d991ae54a8bae00e348f9b67603": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "FIGS",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_503c8fde9d12477cabbad24162e5f4fa",
       "style": "IPY_MODEL_6148e93d56af4e159ec9a269eadbdc97",
       "value": false
      }
     },
     "bb0785bd3c6243e5a1fb427f329b5e25": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_470e65f86e944f9a9f1bb3209ad299b3"
       ],
       "layout": "IPY_MODEL_321b9b51044c4b74a3666bbb456c0545"
      }
     },
     "bb174c7215b543fe888e3c04a3dc371e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_27e74cccc1e044b3a3b5762fc3956e03",
       "style": "IPY_MODEL_a53bd82bb3ff41fd8cc59387cae12cb2"
      }
     },
     "bb2eb1fc5ae24bd382991a6262d7d385": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "bb326d9ac6734f13a39bf25f2508514e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_03fddd6bd17646f495411f9a3b47c07f"
      }
     },
     "bb429529635e4b0787c24e0efe8b69d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "bb5413edcf9644eaa4b9239bd220134d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bb5da54ee37b48f8ae3fe2647b7a3fd6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_4503a6e52b2d4e0fb68fc6e379d8b5cc",
       "max": 10000,
       "style": "IPY_MODEL_985aebbf24064d36b57b8c0a1badcc9a"
      }
     },
     "bb617b253690467f891c040393276d72": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "bb797509822043b0ad10d8485da5be6f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment 1",
        "Segment 10",
        "Segment 11",
        "Segment 12",
        "Segment 13",
        "Segment 14",
        "Segment 15",
        "Segment 2",
        "Segment 3",
        "Segment 4",
        "Segment 5",
        "Segment 6",
        "Segment 7",
        "Segment 8",
        "Segment 9"
       ],
       "index": 0,
       "layout": "IPY_MODEL_e966d0498a2d4f7296def82ee12523c8",
       "style": "IPY_MODEL_dfb886dbdfcf48bc8e6c8f3e50726565"
      }
     },
     "bb7a419ed64542ab82b77029cf57502a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "bb7bad223e6e45419453319f1c38e0fc": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_3088ae5ef7144f839346cb8c99ba9064",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "1f6e968eb54744d49f58b94b3f67c906",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Output()"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Segment</th>\n      <th>x1</th>\n      <th>x2</th>\n      <th>x3</th>\n      <th>x4</th>\n      <th>x5</th>\n      <th>Label</th>\n      <th>Minority</th>\n      <th>Majority</th>\n      <th>Age &gt;= 62</th>\n      <th>Age &lt; 62</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Segment 1</td>\n      <td>-0.305859</td>\n      <td>-0.495321</td>\n      <td>1.195022</td>\n      <td>-0.476998</td>\n      <td>-0.711585</td>\n      <td>0.0</td>\n      <td>0.436392</td>\n      <td>0.563608</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Segment 1</td>\n      <td>-0.58308</td>\n      <td>-0.280939</td>\n      <td>-0.927892</td>\n      <td>-0.534633</td>\n      <td>0.180388</td>\n      <td>0.0</td>\n      <td>0.025982</td>\n      <td>0.974018</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Segment 1</td>\n      <td>-0.262612</td>\n      <td>0.075414</td>\n      <td>-0.499308</td>\n      <td>0.670432</td>\n      <td>-2.171268</td>\n      <td>0.0</td>\n      <td>0.159924</td>\n      <td>0.840076</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Segment 1</td>\n      <td>0.734702</td>\n      <td>1.134868</td>\n      <td>0.884572</td>\n      <td>-1.552788</td>\n      <td>-0.408138</td>\n      <td>0.0</td>\n      <td>0.014626</td>\n      <td>0.985374</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Segment 1</td>\n      <td>1.451385</td>\n      <td>2.096783</td>\n      <td>-0.008543</td>\n      <td>-0.839939</td>\n      <td>-0.345815</td>\n      <td>0.0</td>\n      <td>0.390532</td>\n      <td>0.609468</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>63235</th>\n      <td>Segment 15</td>\n      <td>0.040894</td>\n      <td>0.773211</td>\n      <td>1.102968</td>\n      <td>-2.033171</td>\n      <td>1.280088</td>\n      <td>0.0</td>\n      <td>0.169603</td>\n      <td>0.830397</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63236</th>\n      <td>Segment 15</td>\n      <td>0.44314</td>\n      <td>0.669094</td>\n      <td>1.709214</td>\n      <td>-2.116166</td>\n      <td>1.639332</td>\n      <td>1.0</td>\n      <td>0.142243</td>\n      <td>0.857757</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63237</th>\n      <td>Segment 15</td>\n      <td>-0.525556</td>\n      <td>-0.184375</td>\n      <td>-0.225891</td>\n      <td>-0.175094</td>\n      <td>0.424798</td>\n      <td>0.0</td>\n      <td>0.205865</td>\n      <td>0.794135</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>63238</th>\n      <td>Segment 15</td>\n      <td>-1.865697</td>\n      <td>-1.326895</td>\n      <td>-0.981676</td>\n      <td>0.710437</td>\n      <td>0.525616</td>\n      <td>0.0</td>\n      <td>0.089909</td>\n      <td>0.910091</td>\n      <td>0.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>63239</th>\n      <td>Segment 15</td>\n      <td>-2.025629</td>\n      <td>-2.549611</td>\n      <td>-1.352743</td>\n      <td>0.574488</td>\n      <td>0.916961</td>\n      <td>1.0</td>\n      <td>0.579904</td>\n      <td>0.420096</td>\n      <td>1.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>63240 rows × 11 columns</p>\n</div>",
          "text/plain": "          Segment        x1        x2        x3        x4        x5 Label  \\\n0       Segment 1 -0.305859 -0.495321  1.195022 -0.476998 -0.711585   0.0   \n1       Segment 1  -0.58308 -0.280939 -0.927892 -0.534633  0.180388   0.0   \n2       Segment 1 -0.262612  0.075414 -0.499308  0.670432 -2.171268   0.0   \n3       Segment 1  0.734702  1.134868  0.884572 -1.552788 -0.408138   0.0   \n4       Segment 1  1.451385  2.096783 -0.008543 -0.839939 -0.345815   0.0   \n...           ...       ...       ...       ...       ...       ...   ...   \n63235  Segment 15  0.040894  0.773211  1.102968 -2.033171  1.280088   0.0   \n63236  Segment 15   0.44314  0.669094  1.709214 -2.116166  1.639332   1.0   \n63237  Segment 15 -0.525556 -0.184375 -0.225891 -0.175094  0.424798   0.0   \n63238  Segment 15 -1.865697 -1.326895 -0.981676  0.710437  0.525616   0.0   \n63239  Segment 15 -2.025629 -2.549611 -1.352743  0.574488  0.916961   1.0   \n\n       Minority  Majority Age >= 62 Age < 62  \n0      0.436392  0.563608       1.0      0.0  \n1      0.025982  0.974018       1.0      0.0  \n2      0.159924  0.840076       0.0      1.0  \n3      0.014626  0.985374       1.0      0.0  \n4      0.390532  0.609468       0.0      1.0  \n...         ...       ...       ...      ...  \n63235  0.169603  0.830397       0.0      1.0  \n63236  0.142243  0.857757       0.0      1.0  \n63237  0.205865  0.794135       1.0      0.0  \n63238  0.089909  0.910091       0.0      1.0  \n63239  0.579904  0.420096       1.0      0.0  \n\n[63240 rows x 11 columns]"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "bb85930e2b35483894210254604723e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_d7333617726c4ba19760ce5890543162",
       "style": "IPY_MODEL_acca40bca27e4b2f81d40af4c82ddce1"
      }
     },
     "bb8d949bfde84536933194cc4cfbce44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bb904440ffac464da675c9c1410311c0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_75805a128e964a8ca569aa5547d28f64",
        "IPY_MODEL_9a43f85967294eccb7697566fe832147",
        "IPY_MODEL_1fb601012c354868a8a480bbfdafa53f",
        "IPY_MODEL_3f6963fa5b3a46f48f3af25a13714fe4",
        "IPY_MODEL_4e321774bc254cb4b9aacbe2e796788a"
       ],
       "layout": "IPY_MODEL_a23ac73daf2a47a1b0a64387689a52b7"
      }
     },
     "bb92cd32d238432c92da137c69628433": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bb9a01c013a5482393bb97308d5e5ac6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "bba739f103b343c2b98869e0ee6e5dad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_04ccbd4cc96547b39d6c94897993185e",
       "style": "IPY_MODEL_656ed276bf654dca9b339a944cc1683a",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "bbb09650216a44a894b35c9676680b73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_16e3f2a04c144f9f9e9dda90524ded1f",
       "style": "IPY_MODEL_1f8f306e8efe479b90aa77ddc5f84216",
       "value": "Model name:"
      }
     },
     "bbb55501003a4d9e972d0fc65d0f5131": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f22cd09ad1564127a579649964f05610",
       "style": "IPY_MODEL_17705f93df774335873e0e16d89d6763",
       "value": "Subnet2_size:"
      }
     },
     "bbc6d936c94045068cf0840666b4c4dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0540bc5f05d242fd9bb95d9dfdbba811",
        "IPY_MODEL_77b2895c9fdf41d5a5b72483661e6fd4",
        "IPY_MODEL_3914c295edc04ae3b357b83c355bb3e3",
        "IPY_MODEL_37b2617f81c747d3892f99fc457bab3f"
       ],
       "layout": "IPY_MODEL_d558f4f79ca648a3a2b6bca1f77ee117"
      }
     },
     "bbcb3d6c70444f7bac396d452d7de90b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bbda8c6c5a874f78ab68e206d410d2e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_04727545367e4de4b3e45b86145f0ed7",
       "placeholder": "1000, 1000, 1000",
       "style": "IPY_MODEL_fc2ea0de54f04a7e9c25b81808969ece",
       "value": "1000, 1000, 1000"
      }
     },
     "bbdf9b40042e4f2b8221b7575ab8e9f1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bbe3522c4fc04a1390447d0260eda79b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "bbe893a86a144892b485439675e7f349": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_25f8d9ab5700450a9a004b33e84529fd",
       "placeholder": "Input name",
       "style": "IPY_MODEL_a9a8af539f9c470382d011382424621c",
       "value": "Tree"
      }
     },
     "bbf3f966bc9149d8adbf437f216d8fed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "bbf47746c01f488f99f292a909dbb850": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "RUN",
       "layout": "IPY_MODEL_c80d8ae509c34ce6a18ec52ae2ee4dc1",
       "style": "IPY_MODEL_1d01824fe17f41c5a0934ed300bd6aee"
      }
     },
     "bbf6804fd66941b1b3eeeba97d8cf5b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bbfa444dae3e469294fe3b5a69b5cdc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8b68429ba03e4b53932c14396fe4f800"
       ],
       "layout": "IPY_MODEL_2f54730df520496ab294109ee7004973"
      }
     },
     "bc0d89efcb4548298d35221f459817c2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "bc1f418248184f63bf49b266f1802c73": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bc43f14a43d64c20914690c5c7443895": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bc4c01749a1e4de1a590346665a8b001": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bc542e27ebc64d05a056812a9d000fe6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_d7b3566cd0aa4c73820a11ef2a9df212"
      }
     },
     "bc5e36c1c1304f3b96d9d08f4c0f5ce0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9e65e96c53524eaeaafbda88fef6415c"
       ],
       "layout": "IPY_MODEL_c9b19117e6074560ada552cbb9360dd6"
      }
     },
     "bc628de6f1d5406eb39857723d11ff3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bc7327927c88445ab6e2dd5078cd154d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "bc744fbceb634c64a65721dc08ca3bd1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0749b3c077a04fc3a6e4d0ad6cedfd90",
        "IPY_MODEL_d173f2f4a1b14790bf2e789421c9f67a",
        "IPY_MODEL_b4a3a8a6f8ce44ce8f6c1f69490d013a",
        "IPY_MODEL_afe30e88c01447f6a017fb758d96dbd6"
       ],
       "layout": "IPY_MODEL_a8fcf40a6ab542a49b325f180640c93b"
      }
     },
     "bc76ce52c2c642b7acd8879f22029470": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "bc7ab243a7ba48c8acbafcb3d4864860": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "bc8102a83ffe40968af162bc5a41d05e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c5eb531e504b4351adf0b9ca483a95b8",
       "style": "IPY_MODEL_b3f14b56ee3244f89e5194f0b0ab39f7",
       "value": "Inner_bags:"
      }
     },
     "bc8120e2d81a4d59850616c2793bdae9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bc84e5c97ab44e8f9264b33f72617fce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bc9736b7483a44b7a339bb41739cdd94": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bca71a139da0489f83adca0558aed645": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bcaae6f54d3f42898121d6b0904313d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bcab1f36bf1d4f41aeeb62d087852bd4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_671dda3c41744b4caf87abaa3faf5132"
       ],
       "layout": "IPY_MODEL_e6ff3018b2e14e6b8600e76c3c80ff4b"
      }
     },
     "bcb2ac64c9b94c5ab99d506e609e6f2c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bcc54aba77b9467a822176556a7fc829": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bcc5cf6e960b4e79953e6ddb5febcfaa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_98480c5b885944e589f5c57bf96f54aa",
       "style": "IPY_MODEL_a408c3bdb5c84bee80005b721e1139b9",
       "value": "Spline_order:"
      }
     },
     "bccb58d701e8487eaf368187e868d1d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bcd9f9adc53f40498d3a4fbe7926f841": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bce675106a314ec99173f75c21ef30fa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bceaab5ff566421ba70cfa24b7b44b1b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bd026eeb35304bb69cf57a7baefcf5ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bd03a3a0e8d442b0a6aafd695d4c5ad1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bd06b7e72e154205a2023927e24861c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "bd0752e6841249c8a717dec0191796b4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "bd0798a5a55443e89d5f0c8b2f33b41d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "bd0c249290664bbb8cee477facc2e696": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bd32ada5271a4d2dad33f2277967f8e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bd3f0f5083334facb5fcb56c6f5e6511": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bd650177f9ef413791236f01a1d37c28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5727126e5083460a9414afbfe19e98d5",
       "style": "IPY_MODEL_8496f4eb0c1b42eb94c5919b92045b55",
       "value": "Model name:"
      }
     },
     "bd6d40533e884b1da8b6a735adef2292": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_078576b6c1f44892b30a29cbc4cd8f2d",
       "style": "IPY_MODEL_af78ff57369f4f22b08797bf50d0685e",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "bd776590559e45fba3022d501ba82a71": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bd7d0e0113a34ce4afb79b6fa73bc0b9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_fe729e9ee958413298b08fb9c3ce2f8b"
      }
     },
     "bd803d2306354e0c9738b73a90468d05": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bd8b419853744053b117d73959587481": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bd91f7d97b7e4cebaf0f80333064801b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bda937d9de38443697b0ea62fd2408b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_c450f88a227c48d1a3b45793e36a3034",
        "IPY_MODEL_44e3a70248914fca8784ac7ea0b4dbe9"
       ],
       "layout": "IPY_MODEL_0c3c166f98924943b516ecea34383196"
      }
     },
     "bdaee260384d4bc8ba384a494beba259": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bdb42f50b8254d768f5a52e7384c9928": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bbc6d936c94045068cf0840666b4c4dd",
        "IPY_MODEL_5bb892090d6c466288830a2a19859486",
        "IPY_MODEL_283e0a635e3b42678c2ba5e2257e647b"
       ],
       "layout": "IPY_MODEL_8abe7cee83774f32b381a59a731dd4a2"
      }
     },
     "bdb604735aaf41b79ccffb7a0c263080": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bdc8a4aeee88496a85f5997b5e9d7bae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "bdd101eb98f94b898b6a9ebd14781412": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bde35c1a3d1f4411bf859a985647339e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_503e43eb43ce44b8b4d25ef00da1635f",
       "style": "IPY_MODEL_1f3b9f65f6ab4491a750fb422ad3165f",
       "value": "Model name:"
      }
     },
     "be0d92e225d54499bf231af345ff8276": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "be0f61d243ec4add8d4aca688b9d2152": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "be0f6d48033b4c97b325aaa35b89f7b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1c59fa7f279b4adb90caf13aae31d9ac",
       "style": "IPY_MODEL_d86f4fb15256403fb032f23f2fb97a7c",
       "value": "Protected:"
      }
     },
     "be372a3375084b14a47566b905285c33": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a6dc572e36e3430784ad31a0b3303043",
       "style": "IPY_MODEL_3df4736fa7864186b4332dd69c17701b",
       "value": "L1_regularzation:"
      }
     },
     "be3dfe031e004ee8b0a2cac031f4cf5d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "be48f1ee591c401cb3d63a9431c67303": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "be59bc5b5477497f87dd2a5cfa0e2876": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_7bf103b6991a4bfaaff3e2a9ebe3307a"
      }
     },
     "be62b3903f554d21867f6db6ae85ea83": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "be77cdbefb014954afe239fe0b6a71ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "be77e82f7df74363bf71c12679e17bb7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "be7bf4bdf12e42bc9b2379d2925ae174": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_26e8eabda6b24038a50e69c8abe2917e"
       ],
       "layout": "IPY_MODEL_24ed881db7ab416c90ac5023b3217bc1"
      }
     },
     "be93326f8ddc45bca3b95d4d7b6f8a82": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a51923b2b4504aa0ba8b67591701c103"
      }
     },
     "be94e1ae5dd7455eb077b3fd68469007": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f6dcaca9707748a4837655419aee3354",
       "style": "IPY_MODEL_26b44cbfb1d64ec78eaed6b072079d2b",
       "value": "Feature_increasing:"
      }
     },
     "be9b5f8c3f6e4011932f7ae5641a07da": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "be9e3f33edd244c0a83396de52699f6f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Tree",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_9d1ef8ef2e0f4266ae9a0587bab1336b",
       "style": "IPY_MODEL_ba3cf2315e1f4b3c8b75831503a95499",
       "value": false
      }
     },
     "bea9c055ac9242f5adea706f67de2d5e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "beb5587137374a609db7d1f68ccd79e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bec70c03b3d540cfb388a1fef0122ad2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_403581b9f2e84c2681d34996b11b3ebd",
       "style": "IPY_MODEL_1488fd27dcae4ec78cc5396e1f119215",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "bec9fe03febd45f8af2b810c3eb80401": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "becc79295b4448748bc02537d6ea5043": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_b101802384574f8790f671381c3b15ab",
       "style": "IPY_MODEL_468480fbdffa40658b7ed28e59feb3fa"
      }
     },
     "bed6c93e22114fdf81955dc96913dbe0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bedc05da9fa54dd0859f1f6cfe3f015b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bedf5fd7cee14c94b5d5707b7000d91a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsStyleModel",
      "state": {
       "button_width": "",
       "description_width": ""
      }
     },
     "bee2cecaeb5c427fa984da4bc596788a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0bfedda7033443219bdc4718c4580474",
       "style": "IPY_MODEL_7ab9443a7c7a49f48dbb71d92045e1fd",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "bee3ed20278346738426f383ffaa9aca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "beeab8c1fe17458a89f72f728c7f9c4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bef2977838944a9c9940ca42f3e23e1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "split-btn"
       ],
       "children": [
        "IPY_MODEL_4115fec4226c44929cbcd7b56e827f2e",
        "IPY_MODEL_a55af774110f481fa8596c5e17996d4a"
       ],
       "layout": "IPY_MODEL_c4724e18e39e4049b33cb054aec8fdc9"
      }
     },
     "bef9afacad2c42dd82ba17eb2e15a94d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "bf10c064302f4ec28837324fee04c53e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bf2073d021cc441ba114e8c21cc8138a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1501e70dc92a45639999e8ce187af014"
       ],
       "layout": "IPY_MODEL_3fa889e2f21d467ab69a948d7cf7082e"
      }
     },
     "bf21897712ee4b70aab628b2c1c98c5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "bf21ad3dce994fb2a912cf371df23ea3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b41d7caa66f34356b420dc4147752071",
        "IPY_MODEL_467ae6bad6c04808a87d988869973508"
       ],
       "layout": "IPY_MODEL_c24067a25c04403b899072aa403a5034"
      }
     },
     "bf25b73072ff4436b837faedcf3dbcfa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "bf29fcaf0f0f431daf821dac31121a26": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bf2f019ff462484db29d543960d32ad2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5d859cedccd14e029773a98ab24fe902",
       "style": "IPY_MODEL_02b10266fbdd441482d5a823e1f1253d",
       "value": "Random_state:"
      }
     },
     "bf3cfc7814414c9084218d2dd70010ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_eb174dbdc9b14fffa030b83f2849f0ae",
        "IPY_MODEL_1387d33bdad744f08ea622eaa6081c15"
       ],
       "layout": "IPY_MODEL_bdc8a4aeee88496a85f5997b5e9d7bae"
      }
     },
     "bf4cf9f22beb47ebbe4b09090711cc77": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "bf52b5a10621494e85b0bc49e15aa1a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2f22c9cf1c8a418da9e4dc7d58cc9246",
       "style": "IPY_MODEL_4f70982578a340828600d053d2d3bd3a",
       "value": "Model name:"
      }
     },
     "bf53f969cd4e4afeb1273580695e8290": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "bf61b95654c84a77bec68a748d3cfdca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bf6c3b60f258450881495c4c0934c774": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bf6dacfe9de047ee84e8f1101c439d9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "bf807c3e75fc446b845cea606cb8ded4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bf8904377ca2432dab7a13f69e0c2433": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "bf89903a839942c6ad7ba5f4aefbac58": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bf8f02a9a8634b709439cdd59222465c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0b219746f7f34b8c962554bd34ca2b3a",
       "style": "IPY_MODEL_9f60e8d8549d436e9736069db6f80373",
       "value": "<p class='notification info'>Register XGB2 Done</p>"
      }
     },
     "bf95e5d872ba466aa342a64065fb0f40": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4be6fd0f0df64cd3bfc1558ac35c938a"
      }
     },
     "bf9a3e618802446d84456d135364d406": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "bf9c7602e91d4120a4a436d39a0d708c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "bfb338ea0b8b4fd1a417ba336a80309b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bfbc49d9554e40c8a1a82c5beb2004c0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "bfbe80550e7246818d585343faf1af2f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bfbee27d15ed43808692a97fe43038ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_52d99ed14bb2481aafe15c2dc8956a9f",
       "style": "IPY_MODEL_95745a91fcff42d1ae754d2ee0b12999",
       "value": "<p>Random Seed:</p>"
      }
     },
     "bfc15f4cfc8e4d4ebce6638f31679996": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "bfca4b92b1344e0ab7e438e318284115": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "bfe53886c5d243ee9990903d6e69143b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c003ebd5e6e3408c9b080c8cc2f9b5a8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_7f3b1de7de4a42caaa8e520d7a757a7c"
      }
     },
     "c0075015fe294f649b8af2cb2cabd2c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c012b4dd53ff4f7f8676fbfa9d1b125f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e94e5cd55d584cc7889715727d7f09b8",
       "style": "IPY_MODEL_98ce25744d324d02a9b845cc2799f4e0",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "c0146b7d98ab4d5780b798ea7d79436c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c02614524f2a41e7a173159e94ec2573": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "XGB2",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_cf51640a7c0e44a69d08e6fd486fdcff",
       "style": "IPY_MODEL_67844e14c8af417a8e6aae50166aa3c3",
       "value": true
      }
     },
     "c0284ddc6b75467dba5ecd9d05deeb6b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "c0307d8eb1f04c55867eb78c27b58c7d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bedc05da9fa54dd0859f1f6cfe3f015b",
       "style": "IPY_MODEL_78633b747ebe406cb56680813cfe1918",
       "value": "<p class=\"notification info\">Excluded attribute \"Majority\"</p>"
      }
     },
     "c0362421ff274c6fbe6ceab933223f91": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around",
       "width": "100%"
      }
     },
     "c037748e947748ecb46c9385e50db90c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d9df224e17164103b6339b6652ca1e7c"
       ],
       "layout": "IPY_MODEL_f0263ff4f97040cebc538219c4dead5c"
      }
     },
     "c039688d40b74dcf94ff11d593e9820e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3c20abc9c67c4e60b439a260e5ea8970",
       "style": "IPY_MODEL_2f0e72c051974573b395b863e25ceade",
       "value": "Max_rounds:"
      }
     },
     "c0441c9d397e4a479ec907ce0933d14f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bbcb3d6c70444f7bac396d452d7de90b",
       "style": "IPY_MODEL_089d25216a5b40369f1c5fee01d1ebce",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "c054c3de2de844c1b24509b9bf03758e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_734c3642ea0a4223a591b3adea8fdfc4"
       ],
       "layout": "IPY_MODEL_60ee5f91cce3432897510694209c6c7a"
      }
     },
     "c05c194d97784f90ac7d32373510538d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c0777143dd8c4854acbba32f89ea02b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_24c7efdb824f468a99224099d2eafc87",
       "style": "IPY_MODEL_3418be6896c04514880bf743a7709136"
      }
     },
     "c08e6c478b784bf3bba76a86d903a979": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c0951929382d436f9e2c5e330ade84cc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c09ba078beb04ebdbeaf5618c9e7ce46": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c09c0f6a5f67450c84989160e5fb8bca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c0ad619fd33545abbe7b4e113e1c9e97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c0ba2bf4b2f94f9684eeecb39eb779c0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c0c423eec7234ca7ae22a7278f62ca89": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_787a488adaae48068236ed4b529fcca9",
        "IPY_MODEL_901e7b37d28a48aeadf442933be566cb"
       ],
       "layout": "IPY_MODEL_319b1804fa014ed8bec9a4685e337341"
      }
     },
     "c0ccc536c0fb45d298c597d3932da26e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "c0d16c005d4a4b8aa31eaec894ea39db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "c0e7c6fa96db463b917e6cec23629a44": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c0f0294a53844d95a7fb092139574d14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c10d3cad1e6e49d0806ed759664d56ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_125174d25a9e424ca52b6bac08e977aa",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_494a08edd29646b2b5c711c8511f39dc",
       "value": [
        25,
        75
       ]
      }
     },
     "c1151151983244bbbbe567c97bedeec5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c1161482e5f84f1d89712b674470c8a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6868e754275642d9814d355192f19a00",
       "style": "IPY_MODEL_19f56a91520642d0a5a62ce6dbe15703",
       "value": "Model name:"
      }
     },
     "c12c5d62590e49b79994b3275a2d365f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b89bdb3933f94fbab15437f4568b6085",
        "IPY_MODEL_23f19a2a7db04f558d2442c6263049cd"
       ],
       "layout": "IPY_MODEL_8bdd09f0570f4a63b9ac65bf272c3365"
      }
     },
     "c1365472ff5a431495d1cf8677a610c1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_feefd05e32ee49ea88053d141cb77041"
       ],
       "layout": "IPY_MODEL_9521cc9757a2421c9d7ac82caf388590"
      }
     },
     "c1366b6b995a40b8b960c81c77e5bfd4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c13f62dbbacc490cba59bcd8bf6e0e8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c14cf5b83ec849328056a7e35af86597": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c151d21ccf18409899e15f2aa3b9382e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "c17363f906fc4710a060f9207079897e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c1ba777f54b14bf5a47a1179d7e07e0a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c1c3cb92d1734bc6a5fa6743aa933be8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c1d06896b4494ef79f6ac279ff546f09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c1f30c469822438d9be17e567f32d3ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "c1f44c66ecd947798fe01aa4fb2c34f2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c20068935d4546c0bd0906dbccd2d52b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c20d138cc54b436ab3793a675ee8662b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7192100f00824831bc4ab4ae87f8b1b5",
        "IPY_MODEL_610b378f97bc4068ab02d78a145b00f2",
        "IPY_MODEL_c0441c9d397e4a479ec907ce0933d14f",
        "IPY_MODEL_0a74f2fa543e4a23b65f74f566a8834b"
       ],
       "layout": "IPY_MODEL_02f35c2e51664c44bacaf4a9f18b20e8"
      }
     },
     "c20f29aabbd24fa0924b54f5903c1e06": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_b317a6d711764c1e976bc173adda5930",
        "IPY_MODEL_0b11405b1e2e48ab859a6fbb6b5d618c"
       ],
       "layout": "IPY_MODEL_9defe53afab5463da80c380327c8e378"
      }
     },
     "c2135c87467640fa8636a8870b5a29c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c21caf62e0dc4a2a952d606eab93a477": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c21e17dc7af545ba89691219e6233b91": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f3ef5e8b205b442ab40abaaf3d78e0ef",
       "style": "IPY_MODEL_5d1d141837254b20900a9d98fec97388",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "c2201c291f6b44769063a816c3180b5c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "c22738bdd85b40cbb9bfcbbf26e0a4a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c2397b92884541ceaffc1c2440e130ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "c23b522ba3994921807aae066c289e48": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c24067a25c04403b899072aa403a5034": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "c24c2ede35924823a073e2004ae0dd14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_ba6d206d913447a3870e202160133428",
       "placeholder": "Input name",
       "style": "IPY_MODEL_1ed55766a0474e1bb9c9020bcf6caf5f",
       "value": "XGB1"
      }
     },
     "c25e0fc9c34b4743a048c3b07e3f0c3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3487e0e25dac41848b96836b5d86982f",
        "IPY_MODEL_f1dfd9e4e43b4d8c9f5b87dbe84629ff"
       ],
       "layout": "IPY_MODEL_80bc626c21414ac08af5154fb83f2248"
      }
     },
     "c25f0bdd97af4a56a0a78eff4bca65e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_b4c6940b51a0491686aca09068256dd5",
       "placeholder": "Input name",
       "style": "IPY_MODEL_b109faf170534e1185312d2c1078f7ca",
       "value": "XGB2"
      }
     },
     "c269ca6af82643d7bf7ba6b25dcdefba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_352968aead37406a862a5f69f64610fe",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_01052ed6d970459cb5885040b13f7708",
       "value": 0.001
      }
     },
     "c27406108b62436cb497c3bfedafc51c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fecad095fba748f6963b3849ca5af99e",
       "style": "IPY_MODEL_34df73cf45644fa0b8a47a2f18152407",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "c2742c2c4e2d4384911d606929b27a70": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_f1a75820a1164573b13ae6dd52446dc5"
      }
     },
     "c274d0e7544f4c358e3820b9c2cf7faf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "c27cd570a30544b3aab18bda8e5bf90a": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_697c685c3b9a442dbe2f7b2b3a20ff03"
      }
     },
     "c27ce6aa43784b46aac9b92bd66a5385": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsStyleModel",
      "state": {
       "button_width": "",
       "description_width": ""
      }
     },
     "c2960833984c4fe18adf737ba49a26c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4e7b59c7e8924eadbdc2082faffdad70",
       "style": "IPY_MODEL_ef8dff57b3824711a040b9d59f1a9c4d",
       "value": "<div class='divider'></div>"
      }
     },
     "c2a53a47f3314e918d8d6ae372983e37": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c2a96191202f4c25a670acfb45c7e9c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "c2c480ba9a5443d9bacdeba2e765ded0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c2d703f3a5e94660a25b6749d19cebe3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e71f3f5583a14017ad07003370ffdfec",
       "style": "IPY_MODEL_89c9834780a741d89a4c6a499dcd2995",
       "value": "<div class='divider'></div>"
      }
     },
     "c2d924edd71747c88000dfd9f8da3d28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8a2a99e5a4bf48fab2f9bfc1a693ec77",
        "IPY_MODEL_e3d39bc194d1499c9fcc3a6bb86564bb"
       ],
       "layout": "IPY_MODEL_db078d7efa6041259d0274314ddbaab1"
      }
     },
     "c2e1ebd048b84d27a2ad2ebbdb879401": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c2f2f8d07e36475c85a3993bd595a5a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c2f313d0303d448faf6dbd19d9af27b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "c2f752340ed44bfe88c823382803ac66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6758268ab94f4dc39d3d54c81f7a3f16",
        "IPY_MODEL_2cdf9f9c60734b7ba2df76ab50db8391"
       ],
       "layout": "IPY_MODEL_9e915f22367a48f095c533ed29e904c7"
      }
     },
     "c308a70570f24d84a5ed7fafcd8d61f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "c326a171d85c45a99577179e4b40e427": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_18764d9dfa9a4b8eb1081527887c7f68",
        "IPY_MODEL_df37608b723145a5bdc662296526727f"
       ],
       "layout": "IPY_MODEL_decfdf3365744264b2f66e071bdccced"
      }
     },
     "c326a2aab3ea45c2b1c5e78bb28cf73e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c3278378bd9844a0beffa9cd8225827b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b4ec228de453428d99c102dfe4851ba7",
       "style": "IPY_MODEL_e743f6795cc14ac4803841933321951e",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "c3321f1e82d04a30a791fbb234800c60": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c34721a5b9704b24b42c0e4b7fd563c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c350fe6964504053b7e702c007faa01f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c3597504ee1041b2a2fedcc634401f04": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c35f21407195463fb5780d5c9ed35791": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c36c9238139b44dab52674acd99eb013": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9fb3b01c39294ac8b7b2ded5e8673a5d",
       "style": "IPY_MODEL_6c87e8e95436483d88254ea42767f75b",
       "value": "Min_samples_leaf:"
      }
     },
     "c36f605c6af64dd3a25a030025da33af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c3721f5271c048bab8a936b29b774b3d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3b031f7df69f49c3b41f3e6938d01ad2",
       "style": "IPY_MODEL_128ae332a1de46429b8b17b4029d424d",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "c3733d84edbd4ad1983b3a3e66956c80": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c3735bd602d34e5799d8ee9585bef5cf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c3755e317896415bb54d8198d7820a24": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c37854803a2e4dcaa2726cae391cc863": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_6b30fe84aaec4b90b16ada1a468b030d",
       "placeholder": "Input name",
       "style": "IPY_MODEL_6449d5165e8541068db8f000d134093e",
       "value": "EBM"
      }
     },
     "c37924d6997746d99fbfd3d4d389606e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "c379a42e83484061b6695288d2f2b284": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2ea20e30817d4060ae73561c9c728224",
       "style": "IPY_MODEL_067abfb5edd149b097e9432bdc0e8a37",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.0105</td><td class='ptd'>1.0055</td><td class='ptd'>-4.1115</td><td class='ptd'>-0.6876</td><td class='ptd'>-0.016</td><td class='ptd'>0.6619</td><td class='ptd'>3.7235</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.0038</td><td class='ptd'>0.9987</td><td class='ptd'>-4.4414</td><td class='ptd'>-0.6617</td><td class='ptd'>0.01</td><td class='ptd'>0.6781</td><td class='ptd'>4.5475</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.0271</td><td class='ptd'>0.9966</td><td class='ptd'>-4.0406</td><td class='ptd'>-0.6994</td><td class='ptd'>-0.0264</td><td class='ptd'>0.6424</td><td class='ptd'>4.3087</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.008</td><td class='ptd'>0.995</td><td class='ptd'>-4.4915</td><td class='ptd'>-0.6591</td><td class='ptd'>0.0048</td><td class='ptd'>0.68</td><td class='ptd'>3.864</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001</td><td class='ptd'>0.9876</td><td class='ptd'>-3.9901</td><td class='ptd'>-0.664</td><td class='ptd'>0.0007</td><td class='ptd'>0.6597</td><td class='ptd'>4.0931</td></tr><tr class='ptr'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.2716</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.0569</td><td class='ptd'>0.1701</td><td class='ptd'>0.419</td><td class='ptd'>1.0</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.7284</td><td class='ptd'>0.2683</td><td class='ptd'>0.0</td><td class='ptd'>0.581</td><td class='ptd'>0.8299</td><td class='ptd'>0.9431</td><td class='ptd'>1.0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "c38dfa42ba994cafa25d7d9a162fc6d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c39299ef28b84c44bb28157884292f07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c629d6e0b9544214892395b16bf59abd",
       "style": "IPY_MODEL_e5a074d3fd0e42f78f1a433aeebec18b",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "c393f0888b20497785355458d9066d54": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c398eed619d5448f971079c7dda8545a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_51e7cfb61b0c46d48095cba1c578b9e2",
       "style": "IPY_MODEL_a3d210fcab6a44499e9ab8d1fde79b36",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "c39aae119c8c4c65b94b1ec156ff4547": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_533356d0ec034839a31c26e3bc69312b",
        "IPY_MODEL_337c9d926931463db855931c775160b8",
        "IPY_MODEL_953e099618bd49e29da880676c7d492f",
        "IPY_MODEL_2cbae82c188742259ac85160f52d73bc"
       ],
       "layout": "IPY_MODEL_3707e6d96bd84655a733e02e22d08f59"
      }
     },
     "c39d24fab8fd48799c26aa1a82df8ef8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "c3b054c4042a44c09b87a1f631398219": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c3b11890f8c94b09907ad08787667182": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "c3ce8073f2e44b68b35aa343568d4b0a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_eb486112d57e41dda5f554b60896c477",
        "IPY_MODEL_2a64316059664bf29776b26ecdc9418c",
        "IPY_MODEL_e4c6acf287f94de6a76a0cc90a3ce7b5"
       ],
       "layout": "IPY_MODEL_96626e0d913a49dcaf09388e573a3576"
      }
     },
     "c3d77b9e30ae4149b6c761cd1b4b450e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c3e9d740c43549c8ba9cecff28ad803f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_6bb62d57bf7e42c19b912cbb9f1c18c2",
        "IPY_MODEL_5c66a69cd3344572875374357d0f01b9"
       ],
       "layout": "IPY_MODEL_e7da846561b84eab9ffd52ef6807acf8"
      }
     },
     "c3fb8ec5b9854f9b9a940d264e1feb65": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c3fbd567ddca4ed5982017291445f92a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c3fd8fdfe7614a54a7aa44d100f2fa93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "c409e9c86b064781bdab7f542bf36459": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c40dc82909bb461ab3154b35a4bd5f7f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "c41a81592c1242c0abee2f0bd559c5bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c4254e53ee4c431aa403e102eed32218": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_5ab598f152034c099877965baa2d2669",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_3290deede38c4d11aa009259cd4348e3",
       "value": "[20,]"
      }
     },
     "c442e046ea1d4dcbbc1e21051680fe08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d9805c78717a47698dcf600792da7f1d",
       "style": "IPY_MODEL_ac1d57dc7c7c4dd5aa587d607d5ad165",
       "value": "Max_epochs:"
      }
     },
     "c447c0171eb7470b853eb72ccf63ea6a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c450f88a227c48d1a3b45793e36a3034": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAMI-Net",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_453d6beab9e145a19c4aedf9e367c293",
       "style": "IPY_MODEL_48a50743d88445c999ba9fd253730eee",
       "value": false
      }
     },
     "c45a9d27248a43cead61ec3989ba423d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b20c2fdc66264acab5e76655e588fd45",
       "style": "IPY_MODEL_e3ff896c46204db0b82a23aeb1eb1589",
       "value": "<h4 style='margin-top: 0px;'>Register Trained Model</h4>"
      }
     },
     "c45ffe08678e4b90b7754abf55d0dbf6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_e2852f7d90e34a1b994c67831fb7705f",
       "style": "IPY_MODEL_db1a51e6de3342c0aaa440bda10b9604"
      }
     },
     "c46edfeebc22467aad8c0922afe9869a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bec9fe03febd45f8af2b810c3eb80401",
       "style": "IPY_MODEL_ab24c19750e344788fd599a04397035e",
       "value": "n_interactions:"
      }
     },
     "c4724e18e39e4049b33cb054aec8fdc9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "c4772d20835b4f4a9443772f939f48bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "c47e6518528c4fc58ca398a3f0a71b4c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_139ef49fa26b4ea38700ca3fabcd5d1d",
       "style": "IPY_MODEL_1282527ef1204a199799256e02e35204",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "c481e426e0084319924ab9381da237c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "c493afe4aa28436bae2cdeaaae599765": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c49d8ec7f9084a2caf486751c4dbb6f5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c4a6a23a91354847a69919707e200b42": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c4aafe23a43c4db7a9cee0d179e4bb0b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f2898db4b0c14ff2815b0737c7383822",
       "style": "IPY_MODEL_6ded98518807482ba1561ff1b105d0f6",
       "value": "<div class='divider'></div>"
      }
     },
     "c4c0c746a0a34d59b39daff8c6e60498": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c4c424d425a84bb7ac002d9a690eda03": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "c4c92d5847a64efab32e86b10d24a0b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9ab036b7a5634f16b72ddc61f0046257"
       ],
       "layout": "IPY_MODEL_d3fa60f9c53547a49653083c79a9c97c"
      }
     },
     "c4da8fa702cd4996ba0f540c060fd77d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c4e2a216b50f4e56aecd6260fcd9fcb6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_91afc3b8ba61475ab3f1739e6f3d914d",
       "style": "IPY_MODEL_bc4c01749a1e4de1a590346665a8b001",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "c4eb2c731c2940b1b2b8943d5371cdfe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c4eb84fb57d4489fa0597991043aabde": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c4f0c82c83284ed68e8b5435890168e3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c4ff983260c7402e9f5727c9e1a0088b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "DEL",
       "layout": "IPY_MODEL_41072f5631434b709cf8dbfa31d9a949",
       "style": "IPY_MODEL_b0d4c51e6f37493f9ef92251caa59014"
      }
     },
     "c50258062f5d4151a0a554f316a5aa10": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c5256c2763b54eaea4fc3f59b730213d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_120c8cb73ff043e2bcba967ed94d2c29",
       "style": "IPY_MODEL_adc71a918fdd4ab384602de0cc510ece",
       "value": "<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>"
      }
     },
     "c53c6c844d244f04877bedc6a7f90eda": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c54066731deb4178ba3ad087ecabece7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b3b8f9b87863467fa4eca0f33ee98760",
       "style": "IPY_MODEL_4f0af6f52fa74bc694f13da073c6356e",
       "value": "Random_state:"
      }
     },
     "c543ab2b742c422abbfccbfb4c372b25": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2ff9732771d04b25ad039cc03a84ad88",
        "IPY_MODEL_42be66dea7624ab78692eb37020a609f",
        "IPY_MODEL_6a168d38f516483a8efad51d77b202f8",
        "IPY_MODEL_61ef558b0c5146b785fb98bbc5ea2648"
       ],
       "layout": "IPY_MODEL_2ef0f5f34df3426ead5c09cc06d502f5"
      }
     },
     "c544837694f34b069caa38675d62937a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "c546255833584146a01abaf37957c4c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_dc92cb04a43047a0b87d4d3024684f5c",
        "IPY_MODEL_0f8d075f8e62419aa1a0f0c8ed1d03b9"
       ],
       "layout": "IPY_MODEL_ccd675da34c444c29e694b26d1f5c12e"
      }
     },
     "c54e793f7d3441a282107ebaafe1ade6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "c551cfaaec0749938a000b969fdac932": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "c5544dc01f2b4fd6afc5aa005890950d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_c35f21407195463fb5780d5c9ed35791",
       "placeholder": "",
       "style": "IPY_MODEL_5424aca4f6c7441eb9a8d2d888dbec67",
       "value": "[40,40]"
      }
     },
     "c5570b89907c480697096a4769d1bfcf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_02fdf20aa0674cd1a1ff3de5181c4294",
       "style": "IPY_MODEL_e27ec896231f4f158a26f373dd733e72",
       "value": "<h4>Bivariate:</h4>"
      }
     },
     "c5579a8c554543f792a20f8a6b6292ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_191904197260488097c0682fa59705c5",
       "style": "IPY_MODEL_fd3fc58cd36040639ae949fb80480b62",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "c5746f8dade14475ae112dd659c33fb3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c576641dcdcb48958a727643126e57f2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c57c34b8a3494fda9099a9f639741358": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c580e0c848e64f1995ffef9528e35af0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "c588003bf7774d89a3ee1633698033a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d12138fbdea2431996f56dce5be3f9ec",
       "style": "IPY_MODEL_fed9cd256bea42579c9a0e6d999f2b08",
       "value": "<p class=\"notification info\">Excluded attribute \"Age >= 62\"</p>"
      }
     },
     "c5899f470e164af5a1a0c1925814ac0a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c59bf1fb17dd4fe383810603705a8613": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e50f024c7c19410ea43487ef4391ad16",
       "style": "IPY_MODEL_284f218bba7d492288cee8e595338edf",
       "value": "<div class='divider'></div>"
      }
     },
     "c5b55e484dc348029d4ccfd5a5f14770": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c5e258069641429381344a6976b1b337": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c5e602de4e9b42c69212643967a18520": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62",
        "By Weights"
       ],
       "index": 11,
       "layout": "IPY_MODEL_b77839e22b634f6f859b31d9f5f43161",
       "style": "IPY_MODEL_7d28b1ff58a14625a49ee08205a16ef3"
      }
     },
     "c5eb531e504b4351adf0b9ca483a95b8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c602ed2febb64cd990af63e7bc61da53": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around",
       "width": "85%"
      }
     },
     "c606ea5589d949f5903ccc4a2eb4848e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f12b4e82a29b48cdb3a0a72bb420e3b2",
        "IPY_MODEL_68891ace63004c21a2196b3399c34506",
        "IPY_MODEL_eef52cc5a3bd4839a4a11714ba661b01"
       ],
       "layout": "IPY_MODEL_7d4a9ffab46e4c4e95970a22f9313177"
      }
     },
     "c613cc2e24b743038f2475c4903c3b33": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_69b18dafd8ec49298c6319ac1e6e49c6",
       "style": "IPY_MODEL_8f6d4156179841798d8fdc1a715000c3",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "c614c4f2e55c45d5a456c582e6db0cd7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c62026ad851e4cc49dd656af7a66a3d9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_803077f2a6f34fae88e766cce0a0b7b7",
       "style": "IPY_MODEL_73178d40e5a64dafa0424c4df55178d6",
       "value": "<h4 style='margin-top: 5px;margin-bottom: 0px;'>Registered Model</h4>"
      }
     },
     "c6293e65cffa4eacb64c0be0ad73ce09": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "c629d6e0b9544214892395b16bf59abd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c63634e52e2c4607a03955e34fb050c2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "50%"
      }
     },
     "c64b14187aee485581f7b7ca98f85c13": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "c65c8e81b7554a9e8b49b154d40bb8c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9b2ef208c39a44099c95c12a31114f69",
        "IPY_MODEL_d31934b469ac42a890dffc8dafb22f65"
       ],
       "layout": "IPY_MODEL_04a02551f649460f81ae879ad256441d"
      }
     },
     "c65dc5ef4a2e409392c8e7c8d071733a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c674f2e414594f258bf4b1ae4938342d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c67ce67d259e482cba6657ee37e8b77a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ad4eb11d690e4c628453ee32d7442b41",
       "style": "IPY_MODEL_d5c7b6efdb104528b788980dfc9d9cb2",
       "value": "Feature_decreasing:"
      }
     },
     "c6850dc40c7742908703c36736e60462": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c68b4eabd0c9417f899fdced30be6884": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_86c22c6200b347bea1810fb25e62399e",
       "style": "IPY_MODEL_a9c6f5b7a45a43a48f4074f989eea02a",
       "value": "<div class='divider'></div>"
      }
     },
     "c693917a37164a8ab745b85f5a99ed52": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c5544dc01f2b4fd6afc5aa005890950d",
        "IPY_MODEL_0afff647b74140d3a321528fbc964102",
        "IPY_MODEL_5ca7e84d27e44fafa048442d7f8dec63",
        "IPY_MODEL_ac435a31f2e14bcb9c8f7d69f9f033e0",
        "IPY_MODEL_7d74a69e301c45dbbfb63b8548b862ac",
        "IPY_MODEL_c7134a362f594810bf960793d2e0d023",
        "IPY_MODEL_aec4bb33269a4c5880672e12dd98e1bb",
        "IPY_MODEL_46ce3c1722cc4d28b9e8c2db38af6eab"
       ],
       "layout": "IPY_MODEL_4531676138e543729d4db4b434562629"
      }
     },
     "c6a1adbd9fd94865bc291de674875aa8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c6a4da0fb9614dcb893d191cbe5a09c5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c6ace8b269b6439a9d217a9df2433367": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ebdf40921ebc44eb949521d995223958"
       ],
       "layout": "IPY_MODEL_efea85cfbda247c8976aae9419a2eace"
      }
     },
     "c6af6293578c48258466a03e631b09f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6064178791b6425788f489b3cf067242",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_50aabad5c7ab4a40bc608db99ede976e",
       "value": 256
      }
     },
     "c6c6e3a4b87d42428bac96ef40561d8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e3fa11cd32b942df86f91dd5b2694792",
        "IPY_MODEL_1558e2b6069447158910569dc6fe2e26",
        "IPY_MODEL_a61c4b9136f34ecb875c61fdc10e534a"
       ],
       "layout": "IPY_MODEL_3438331d01544e63837863da17da5a99"
      }
     },
     "c6da5330ab144857a111f29334f21b18": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c6e0c8990977440fa90f8c9f1f7ffd54": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c6e6859af97149278fbfa3275be862af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c6ed3d76918b40f6814bbed63e1e18f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a2d9f63136ac4f5f810fc5e98cdb3778",
       "style": "IPY_MODEL_2a5f73b612fe4184a94aae84890d113b",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "c6f7700aae574925b44af9d264b5e638": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c6ff83df69d7482cb045ac1252f8af11": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5a1ffbb9aebf483e82062a02246ec2a4"
       ],
       "layout": "IPY_MODEL_0921f4fa0bd247919b134b127e6550e0"
      }
     },
     "c70a564e528e4354adcd5141a081e427": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "ACC",
        "AUC",
        "F1"
       ],
       "description": "Rank Metric:",
       "index": 0,
       "layout": "IPY_MODEL_b896c7a7526d405c98ccc1136f12f37e",
       "style": "IPY_MODEL_24111736e826459bb64f029455e35e3f"
      }
     },
     "c7134a362f594810bf960793d2e0d023": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_727a2ee51ba8495398fed74921244a0d",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_1c4862b290ad42c2b42ef7f06032aa34"
      }
     },
     "c72573c78eb7462e8c7d80df5f3b1267": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c732612043214077b92c98c343e49f57": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c733de35ccbb406486abdc309d4433b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c73e4b1203c74521abeff43d9e8e52d6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c746e5ff6bad4c149664fae7a3871730": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_27a7a4859a274b459d6928bfee1cf4f2",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "46f1990e26954ebfb3ff36bd8fcc658c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 0px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "ff0fd42b32b548189fc6743c426f235e",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "c7490ce3afc04b3c85c48eac884d6229": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "c75b2aa828db4cc6aa8851ffc4edae42": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c7659993a6c94cf493b5c706b9b62982": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c77a53a892894b6798f2bc6b6ddc3209": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c790426baf1f45d3b373c5a5f370a8eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c796eed5ea5847e699d4ad3b4f104c8c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c7d476fc8d01406d86522eff73bade35": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_818af7da7b284fd6ab6820d54c7f6986",
       "placeholder": "Input name",
       "style": "IPY_MODEL_01dbe0a814e6484da354edfe11ccf0be",
       "value": "FIGS"
      }
     },
     "c7def7ec578d4ab5a9f9ce8cc0ed3fb1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_8cf134c23eeb4eb687af6479d07b876c",
       "min": 1,
       "style": "IPY_MODEL_c674f2e414594f258bf4b1ae4938342d",
       "value": 5
      }
     },
     "c7ea0c11ac404ef49a9a75ffb913d9e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c7ec56894d9a4dba899a71ab5cc886d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c7f67e7b4662481b8b7063e0d8d48681": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_64a0fba041fe4744a0eba6c9d4c3aa8b",
       "style": "IPY_MODEL_ba13b9ff132d4350b45a56003c7f52b2",
       "value": "Random_state:"
      }
     },
     "c802edba48ee49739808671bdb0bc543": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c80d8ae509c34ce6a18ec52ae2ee4dc1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "c81142c853544ab481e1fe99598c6756": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c82f159121504721b5a29bbccef4cde6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c0ba2bf4b2f94f9684eeecb39eb779c0",
       "style": "IPY_MODEL_caceba41ceb5491abf692d9659448eeb",
       "value": "Refit_method:"
      }
     },
     "c8519d13060d4858928c82482fa03b95": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c85e7e1db17c413a98d9b84203c9d295": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "c865aee226b54bad83362e0efe560227": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f584cd7f73fb475d88425b96ad643351",
       "style": "IPY_MODEL_637850251cc8452ba74ef763fe24b670",
       "value": "Layer_sizes:"
      }
     },
     "c87ab7554652437fba38a69f700561ad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c8b2d4695483482380fedc8e3f653142": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c8c288203e4c4fe99cd597b0f936e271": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1b14cfaa5ae246de9fa8517d51d41d69",
       "style": "IPY_MODEL_0a134f282b2c4c0bbdb4a05a96393a69",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "c8c30a126c7e42d4b8a933b5f83fdacf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "c8cf26b0669945e3aae461cdf46c1a73": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c8d89d47a9fb4020b264e8c6ec3e55c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c8db07744280462081033e2cda84f562": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_260a6c460ebf4a9da68087d1b338b78b",
        "IPY_MODEL_5b08d9ec24d143ea9e679b99a1bb83e8"
       ],
       "layout": "IPY_MODEL_ddb843d67acc42e3951369326b048290"
      }
     },
     "c8dfd63852dd4281a93ab2b2ef2cef0f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_6902a3f345ff4e5998eb3df2dbb99064",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 576x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "c8ea99534b5a4637a3d808ee389f7b32": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_d22df793d05a4760a09793c49cb5e9a8",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_094b130a5e644fab8565eb4e2f122765",
       "value": 100
      }
     },
     "c8eaaf2095af427c9c4b3ae6a920572a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c8ed6da664774457982f230914a840d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c8ffe4a20eda401f96bc59ffedf84f96": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c905071269374be5b79e1d5f89eb7bce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "c925e07675b243159f0e51d0223267ac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "c92633c00f61441d96db46d46727cb42": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ce5798785f174abf97c04026b76eea2d",
       "style": "IPY_MODEL_8bce46eb2c14415aa2a1216f92875cf9",
       "value": "Model name:"
      }
     },
     "c92b9717a3e3436bbb924bea72c72fe5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2c998b287a4148f99a9f73dc1100ee63",
        "IPY_MODEL_fc41ff7895894605b0f7d443fe0f241c"
       ],
       "layout": "IPY_MODEL_8ede12e3740c426cb6321f63c2444e2c"
      }
     },
     "c945c1c33c4944c8a8a2884fee4560b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_89ad5f3d9c9748ad96a7967cf1d1df9d",
       "placeholder": "Input name",
       "style": "IPY_MODEL_1ca996561e6c44519f697840dab7eee8",
       "value": "FIGS"
      }
     },
     "c94d03420a914ecfab0eecae2ae4f13e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4f221302d59542ecaf5bb3204161f91e",
        "IPY_MODEL_8a7b977a4da54275b74fd2c60d3420a2"
       ],
       "layout": "IPY_MODEL_b22f729b2a6a435dae6798df261aff91"
      }
     },
     "c94f11c9dff84207ab88dbc362ab07eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c959916dfc604a3aa375776bf5c3333c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "c9636eccbb0c4f58b006558cceea0f93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_6dd00877e310428e8dea94313456f148",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_4e3a42f1211b46258b160558cc863dc2",
       "value": 0.8
      }
     },
     "c967c98b5ff5428aae26ac446f70e755": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c96e7f3c4c0f40c4b48bcf9655a4dfdd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d58bd06e3ad14493b96e9a5f85999a0a",
       "style": "IPY_MODEL_2acba4b955684a6f92da4262305f61f4",
       "value": "Max_iterations:"
      }
     },
     "c97be1223b3142198e446d97de0a1103": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_996fc2a749a9497b9e82356e80a4b2f7",
       "style": "IPY_MODEL_a692a0a5c1d642f5ae96c8aebdc8ec96",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "c987872db6254971a2a1ebf48e6e0b62": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_38f0e077909c4eb59b495f7559da070a"
       ],
       "layout": "IPY_MODEL_b3ae499623844e069aabfbe7355528ad"
      }
     },
     "c99452def9804ccaa41219f0949e41df": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_011d4592894a4572ac2b5955c6f220ff"
      }
     },
     "c995ef1d2ef645f88ae824dbc437c626": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "110px"
      }
     },
     "c9a585b3cc4e4e1a89bb6e82b56484ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8e33395d5dd847929d502800e727a4b2",
        "IPY_MODEL_2bdc816f4d2449ffa1a11b6c43020e5e"
       ],
       "layout": "IPY_MODEL_2548108601a14471aa778052815db841"
      }
     },
     "c9a7575244a2412ea2a5b0daab12baf4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "c9ab7273796a4b06b3901a06c15d0cec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "list"
       ],
       "children": [
        "IPY_MODEL_abe684c6ee494a609667682b4a4234c5",
        "IPY_MODEL_701f3b18bbbf4967906a58ce18a46f2c",
        "IPY_MODEL_587704c66e9641c3be661ec524591a18",
        "IPY_MODEL_f015f82af17a48c6af52dab33c66356a",
        "IPY_MODEL_81a8040dd54e4827afe6b059f5c888d6",
        "IPY_MODEL_29ef6665e57542e18e48ebf518cc1041",
        "IPY_MODEL_b8417a10667d4f7986ea89d674ade53c",
        "IPY_MODEL_ef680e6e82b44822b3f9c4b5043e3309"
       ],
       "layout": "IPY_MODEL_a9bf9ad405d5475386505e5fafe9766e"
      }
     },
     "c9b19117e6074560ada552cbb9360dd6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "5px"
      }
     },
     "c9bf3885fb9f409392f11e37a02ee29a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_19cdb98403a24db2bfdc780b11307e60",
       "style": "IPY_MODEL_da650e4ca1dc4992841b84db41937cc0",
       "value": "Feature_decreasing:"
      }
     },
     "c9c608dc141e4ea6b8e4c6692a853ad6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c9c9f98f9d9544538ebb02a485e837d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f0b4e33af2d24a9fab8d28b9d97ce359",
        "IPY_MODEL_8eed511f3ca940aaa9b3423d65a2a587"
       ],
       "layout": "IPY_MODEL_c544837694f34b069caa38675d62937a"
      }
     },
     "c9dc64c1905d485fb49906a69951544a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "c9e74aff0ae844b5b2eab991f1af2c41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b8f7510a8ce149e293af41eb1f08e734",
        "IPY_MODEL_de9605638cab48db97904cb4f5d089cd"
       ],
       "layout": "IPY_MODEL_2fcfcc76860f47adac416e67d710665d"
      }
     },
     "c9e9ce820f2543f2bf963130a8a5e01b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "c9ed1ddbce9b4288834f558e3b40030e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "AIR",
        "Precision Ratio",
        "Recall Ratio",
        "FPR Ratio",
        "FNR Ratio"
       ],
       "index": 0,
       "layout": "IPY_MODEL_e90d736769bb4f24af0d10707f1c1694",
       "style": "IPY_MODEL_6371cc4d2787452d9f6049d38dc3983f"
      }
     },
     "ca0750d889324ec2bf543800410bed1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6cbd6887355840039a285d011463a175",
       "style": "IPY_MODEL_0338da7d3b964671aa49aadbcb941da2",
       "value": "Subnet1_size:"
      }
     },
     "ca0a3467069a48cd8d4d771515b8899a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2951b94e40c543138a6a9fe3f343dd3f",
        "IPY_MODEL_5438ca66e17543019bd9319b03496ae5",
        "IPY_MODEL_fa90f125eba0410684ad3d152063fe79",
        "IPY_MODEL_e70ff42945c944af8885de0b987ab8ce"
       ],
       "layout": "IPY_MODEL_98a320ab2c6b40aea626213e3f8714fb"
      }
     },
     "ca0e6fd607eb4802ab5502eacee450cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_175f0321bf904e6ea874e019ffc2f447",
        "IPY_MODEL_37df89a66ec847c5833454a5e9abde4a",
        "IPY_MODEL_8ea45b6d1d2845b09a86d0551fa98262",
        "IPY_MODEL_e3be013add0e4990a19326c289600d01",
        "IPY_MODEL_4a914f1902524ba59360782c3735ade7"
       ],
       "layout": "IPY_MODEL_3f625fa85037460198a25acbcf2722ac"
      }
     },
     "ca143db458024d4487b85545b7df0a44": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2af13b1e12a1406e82c55341ea38882d",
       "style": "IPY_MODEL_23598cad8a014c7baa2d858a280dd442",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "ca1ad3baa648407689cd15398b4f049c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "ca1daaff491e417ca7b946665b9460bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 10,
       "layout": "IPY_MODEL_ff686678a0bb4ca29c757a3c4c318913",
       "style": "IPY_MODEL_ff6d28cdbb224e8a847729fbea1a4d38"
      }
     },
     "ca1ee7bbfc0b4641840ad0a843379953": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_69810afeb02242e1bfacaea84d13f4c2"
       ],
       "layout": "IPY_MODEL_f1ace8ef80f74036aed45e66e498717b"
      }
     },
     "ca2030e18198409e88794f84576a3d24": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ca2c41c0f95e41d38348616c0c98e773": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_5b6fa3223d3a44099737e82eba3f660b",
       "style": "IPY_MODEL_f8b42f0edc4a4a21af685895bb4c5a0c"
      }
     },
     "ca2d371d258349418c47a8176eaf4603": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_97b97dd39a1d4d67abd15e9e96e49d9f",
        "IPY_MODEL_2ab4c31b0b1a4593909a19419805af64",
        "IPY_MODEL_a0ab89553e564a288e7fa4b90df6bc9c"
       ],
       "layout": "IPY_MODEL_376ae7b899864a39a7dd8baf725f945b"
      }
     },
     "ca34c55f0db649f5af586a74db3d4c67": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ebe3d48ad75b41c4b480379416cb5a55"
       ],
       "layout": "IPY_MODEL_eed7865c169a4a98bb0c611239124f37"
      }
     },
     "ca353a059eee46b58afcc15bd87099f9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ca368a9c84ee4882a5550737b0d05536": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsModel",
      "state": {
       "_options_labels": [
        "Group Setting",
        "Metrics",
        "Segmented Metrics",
        "Thresholding",
        "Feature Removal"
       ],
       "button_style": "",
       "icons": [],
       "index": 1,
       "layout": "IPY_MODEL_0cefcaec4c1f4f878407ccee69f0c44c",
       "style": "IPY_MODEL_0c17700da05d4a14bc693074575374c5",
       "tooltips": []
      }
     },
     "ca3c5e91498f404282d78553a55a36e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ca3f7d32a0ab43afa4c8898eed068e55": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "ca5db1a0229b470cb7819b785bfbcabb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_6ee3a9a1c0034ca09221b09da246c5a7",
       "placeholder": "Input name",
       "style": "IPY_MODEL_7f232a1fb67e463888edbb967b926a7e",
       "value": "ReLU-DNN"
      }
     },
     "ca6314722d3445ada137af022168c3c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "ca63e3dd3ca949acbf9f429846ccc556": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ca70edbe376a488c8cd228f6ac13dc61": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ca7efb44aa524f1586a6691bf8fd7f19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_21787b1fc92440169e440b9f3953bc5d",
       "style": "IPY_MODEL_3a2e857d593d4bf9b9e47277c208fdd3",
       "value": "Model name:"
      }
     },
     "ca8b8678fc264381a766ae8110dddb72": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TabModel",
      "state": {
       "_dom_classes": [
        "data-summary-tab"
       ],
       "_titles": {
        "0": "Numerical Attributes",
        "1": "Categorical Attributes"
       },
       "children": [
        "IPY_MODEL_b983636d52eb4013bcb07251816be2eb",
        "IPY_MODEL_d5cb663a74b440a391b4da46a97eeec6"
       ],
       "layout": "IPY_MODEL_8b94d1f4eea341f4acb9f4f136a75fce"
      }
     },
     "ca90ac1497e649bdaf1a8c5755a9723f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "caa645edc4514e6a9adedb8e65a2d38b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "caaab481892040a79527600ccb8a8ec3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "caae08635438423485e9ed376d8d407e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "list"
       ],
       "children": [
        "IPY_MODEL_93c9f2bd761c4cc0a25fae416cbbea1d",
        "IPY_MODEL_235ea96e6b1e422c9fc07e210a9b2a84",
        "IPY_MODEL_d46e4e12538d46248d424f608af28a43",
        "IPY_MODEL_ea8c0090f8ac471494b0ee3a91a391c6",
        "IPY_MODEL_c8db07744280462081033e2cda84f562",
        "IPY_MODEL_4d7d337f2a6d4a798f86ad1562934cfe",
        "IPY_MODEL_41b0d76c473b476fa7c48b12b3f30eca",
        "IPY_MODEL_d6c77432bee043429912e3b10705835c",
        "IPY_MODEL_63862d7e24c54bd692e9d2d04f59441a"
       ],
       "layout": "IPY_MODEL_658587fe082c42feafc0c763a7460784"
      }
     },
     "caae6fc0fd78481da593a1fff0de7a62": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b188fc7580794c148ddb77f413c12d19",
       "style": "IPY_MODEL_1fe7ecd9c8f241eb9604c60eaeaaf03b",
       "value": "Early_stop_rounds:"
      }
     },
     "caaf73aed5e9461ba2e82770cb531c28": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2f7593aa88c04eddb33484f1c9e9f49d",
       "style": "IPY_MODEL_41f968919fe648cbbd7b6494ac725768",
       "value": "<div class='divider'></div>"
      }
     },
     "caceba41ceb5491abf692d9659448eeb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cad523b10bea464080ead3aff93bf4ed": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7edd8d5c8d584580b33d03e46f6609b8",
       "style": "IPY_MODEL_db63e74efc1147da8d38bbe0e5993e1b",
       "value": "<div class='divider'></div>"
      }
     },
     "cad7be4b23684e128cbdafb35d17b77c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c746e5ff6bad4c149664fae7a3871730",
        "IPY_MODEL_551c22597f8f466bb3f2fd3df15e4ce9",
        "IPY_MODEL_89954b60ba6043d99fd286ee8cbd4476"
       ],
       "layout": "IPY_MODEL_2a768291886e488cadd1c4a277b2ba95"
      }
     },
     "caeb8de3cbd741b1a01fe36a973b6a88": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "caf6b93e39f841b891b01596dd3a1400": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "caf94123faf149eba892804762efd970": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_1c3c29674e874fd7b206ccb04b1602c5",
       "style": "IPY_MODEL_026af6025d634a41a4dccbb16847edb8"
      }
     },
     "cafa8f76cfc34f4fa7baaa2ffe563658": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_49ed1c7717794f6aaa9b347659173f94",
        "IPY_MODEL_d7457c7b9e564c2c84b68db5b5a42362"
       ],
       "layout": "IPY_MODEL_691829cd2d1b491b86df7822be1008b0"
      }
     },
     "cb02d5fec7484189819927bb42168a5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "By Weights",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_131b252711df488fa648365fbcf31f4d",
       "style": "IPY_MODEL_9517d1e0058c410391f11b064ae671f5"
      }
     },
     "cb04fa515dcd4779b434d63a77d61741": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cb18487b068f4d2382b021c8a0a5c36d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_caeb8de3cbd741b1a01fe36a973b6a88",
       "style": "IPY_MODEL_80d1c6275cce42df8165bc866a76c9ce",
       "value": "L2_regularzation:"
      }
     },
     "cb203f4352044af09ed1e477cca126ca": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "cb2cf2a252394a589cd697d230d24e65": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cb32c5a2a37f4fca885348709bd180e3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cb37cfed92ff40dd9ed090777a499afd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_031a559bfa724b778868f406d71146ef",
       "style": "IPY_MODEL_92fba42f15c64d369397144771ee0a89",
       "value": "<div class='divider'></div>"
      }
     },
     "cb38597651874826aea16470d5b535d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_7f670cd961ac4ee5a44e3ce4e3f4baea",
       "max": 1000,
       "min": 1,
       "style": "IPY_MODEL_d7d9d976a85f48f5a482acb05b2e50f9",
       "value": 20
      }
     },
     "cb5151d8994f44a8aa2711258bbc7197": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "cb53069b614241c1ba0de2b6b11fa63f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c151d21ccf18409899e15f2aa3b9382e",
       "style": "IPY_MODEL_6b353ad86dfa4cf89757848537f4948a",
       "value": "Update Attribute:"
      }
     },
     "cb6636738ff741a39e2eb135d3677bc8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cb74b038293a47698b44bb00b8b5d943": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_6c76f31594ba4e6b94f7d678e858dd2a",
       "max": 1000,
       "style": "IPY_MODEL_d27da6e65e5d4fd09db8e50650d77f4a",
       "value": 50
      }
     },
     "cb821f4dbb2b48e2863c9d2682616d68": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cb940853d893409fbe161124150aee5f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "cb98609a69b44ea19006a91d4621468f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_85b21f850bf24279b1c066701d2f32ae",
        "IPY_MODEL_0c6b5bb1e86441db90fbe824b4ef5352",
        "IPY_MODEL_8ba995a04b264171b2d1ce13883ea3ed",
        "IPY_MODEL_976f8615c89b44dcbeea48c8993e82b4"
       ],
       "layout": "IPY_MODEL_0d44ddeed5474793ad592429c3bfbc61"
      }
     },
     "cb9c13e74829456baa691382b73ebfe2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cb9e68be463644958cef8eb5dcd8770e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cba9957864e543d4b175143a526c0627": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "cbb63ff635a047fea11ec84ee9872cd9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cbddba4c1a2a46f4ae3c1db7c77fc93d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "cbf3a5cd7e3b4971b2fcf18b9b3c327d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b555fc1c09234284a22176f32440041f"
       ],
       "layout": "IPY_MODEL_62f5d4ef41db4519b41b143348edf9d9"
      }
     },
     "cbfcb0ca206e4b75917d22ffcc9a645f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cbff5a2fb70a4d46b3e8e964c3cc9c14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d50f930366dc4482a6564a45e27bf944",
       "style": "IPY_MODEL_8cfc312aabb14c4da51d6732b27574cc",
       "value": "Feature_increasing:"
      }
     },
     "cc062f38e5724f78b26a2c2925e3dd3d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cc0e96ab1a2f49e0b0cc25231dd30f8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "cc1025e383cc47aaa01584b5170fa9d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "cc176f3a406e4eeca688a23624a931b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5ee1fddc5bb34a8fa291873595c94ea6",
        "IPY_MODEL_1bc9dbb0ad87454e82798bd6609f5126"
       ],
       "layout": "IPY_MODEL_62d5cf84ae344e4fabca6a1e2ebe54ad"
      }
     },
     "cc2cbf970b244a43a5843c35e3e3d850": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "cc3a3f361e5a4b978428885f39e2abfd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cc3d13aec574455f927e9db725558fd7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cc3edfed0d0b421d9ddf27a7948a0fd0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cc6210da81974d31b4f82ef39f036ece": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "fix-config-from-overflow"
       ],
       "children": [
        "IPY_MODEL_3334dfb94e8846d996dd2a8814e40145"
       ],
       "layout": "IPY_MODEL_8a3a25002a3244fcb54eb1eabf8dd655"
      }
     },
     "cc8f8e1e1f7547b08186d12586bac61b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_17d2adcaeab548e5aa7769696b7c5d3b",
       "style": "IPY_MODEL_add111fa4a5f4aa295b831c3ec3c5c86",
       "value": "<p class=\"notification info\">Excluded attribute \"Age >= 62\"</p>"
      }
     },
     "cc94699908c64962b51a1c0f9c0b4ba7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img",
        "card"
       ],
       "children": [
        "IPY_MODEL_bdb42f50b8254d768f5a52e7384c9928"
       ],
       "layout": "IPY_MODEL_b0ceca1f34c54191843fbea89b703c65"
      }
     },
     "cc96b05b7d7c4895945db4db70bfcce3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cc9d7bde4c7b4050956665723e436490": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_bc1f418248184f63bf49b266f1802c73",
       "outputs": [
        {
         "data": {
          "text/html": "<p class=\"notification info\">Default Data Preparation Done</p>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "cca5184f7daf443f8075c2e0b8de2aa5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ccb70608135d47628e8a2c70f97bd6a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b691ce7d6dcf43b385765117dc9c0d99",
        "IPY_MODEL_579d7b843fce4b9fb9e32a74922071bb",
        "IPY_MODEL_5aad061fa88748e4ab9b6cba35e9feee",
        "IPY_MODEL_00aa692e39d7456d90915e7b99dc7713",
        "IPY_MODEL_fe722bc7c8144c238393592038adcff3",
        "IPY_MODEL_0d82fc94d55f45099d95a4d0320d62d0"
       ],
       "layout": "IPY_MODEL_fdf8b6529ccd40c983c801a1f2dd724a"
      }
     },
     "ccc03aabfbe342f6b37a1978b51e87c2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "48%"
      }
     },
     "ccc356d4754c44a1864790f0f711cc52": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ccd675da34c444c29e694b26d1f5c12e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "ccd78b41f3344e23aeaaf66c5e93f569": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_03069fd92094421e8bad29f7cb3acefe",
       "placeholder": "Input name",
       "style": "IPY_MODEL_ede462ff3da94564b26aee4a8e657544",
       "value": "EBM"
      }
     },
     "ccdaf69b78c045429122fe9ff194d55d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ccdd66bf365f42f1870a82ceb3fe9031": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cce19a7a6a87402684c2d938a30dee29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "X0",
        "X1",
        "X2",
        "X3",
        "X4",
        "X5",
        "X6",
        "X7",
        "X8",
        "X9",
        "target"
       ],
       "index": 0,
       "layout": "IPY_MODEL_d8b3fa69c0544c5d8ba181d48307587e",
       "style": "IPY_MODEL_171fde4245364bc693abfb02eaacc707"
      }
     },
     "ccf78d90bb944716b89f313f01bfe4d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 0,
       "layout": "IPY_MODEL_c41a81592c1242c0abee2f0bd559c5bd",
       "style": "IPY_MODEL_1d9d900cea2345ba8b395470a5e2e4fc"
      }
     },
     "ccfdaa8073614ffa9363579c2429ca0f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ccfe745fde9a4ab2bc4c64bae4590649": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cd061d557e5a46209599b1e992e48781": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "cd082785fd7d4cd8b0c4545dff53157a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_44fc880e57af442fb7d2b196e6993e5e",
       "style": "IPY_MODEL_b5ed89675c434415bcf881d73677dd13",
       "value": "Loading..."
      }
     },
     "cd0bfb34b5ef444fb922c656acad89b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_3d16849bd2964af1bfa4ab49a4fcb370",
       "step": null,
       "style": "IPY_MODEL_39d9ed4284f44b7fb3cbf1d83b139d3f"
      }
     },
     "cd1f2bf9c3084cfe97fbbd3f29008350": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_ced0721973f84de7a9e7485f326b24b1",
       "style": "IPY_MODEL_d6779796bd844b9eacd0c8400869c935"
      }
     },
     "cd257b1a175d41ed908b56caad7a3f82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_40048cd193ce4b2eaafba670dfb8405e"
       ],
       "layout": "IPY_MODEL_75abb873d4544c88b04dc6db0f147287"
      }
     },
     "cd310b3d89944147bfa9001860d352d0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "cd310cc9eea8400aaa53cc6bbea5c9c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ae1fa79510464fdfac845b229ebfabd1",
       "style": "IPY_MODEL_7853b0bd51fa4cf1828bc369fe6f8ad8",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "cd3e0b3478b647f7a07ee72f64fdf07f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c6ace8b269b6439a9d217a9df2433367",
        "IPY_MODEL_643a8a28e7d6424a8779728acf458fa5"
       ],
       "layout": "IPY_MODEL_a90f3745f7684474a16eba71c338a638"
      }
     },
     "cd430e61896b4ce2a775ea0c32df6ecd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cd46fc72c9734460b4c39b61f94763f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_193baa3b82864d13962e181fd012a4a8",
        "IPY_MODEL_2d019655bba64a22a139f948d266a0cb"
       ],
       "layout": "IPY_MODEL_06d6dc355a464479a05b19a774c6a51b"
      }
     },
     "cd5bdba9917d4846b763988eadbdbcb7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cd6365044de14116b2bfa2fe676ea56b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "99%"
      }
     },
     "cd706c8d99194529905e0b7eb0736d8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1cc14cb6dfa748358e33ca4c72849315",
       "style": "IPY_MODEL_df1081637b674cae9acba1576077d3d0",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "cd7597381d0541deb0afa289a2f52003": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cd8286ef56e7479885a153fa33f3daac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "cd8fbbed2d984ce4b2c60c63049ae55d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "cd9bbdc318f344a1aa0dfaab50b8d91e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "cdf882746ed548f3b7d5aa8597d3cf26": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_4d06ce98f21b4646b2b33967b55e2e96",
        "IPY_MODEL_35e67df490904f32b5717cd5c2a52f4e"
       ],
       "layout": "IPY_MODEL_f3997f83544a4ee98e2627d7c53af62b"
      }
     },
     "cdfca9ac724147d58a0ed3bec3acdde9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b5ea15edb4da4158bb2e06ea72d8b1ec",
       "style": "IPY_MODEL_de3d9656df9f4763ab1131174c33b82b",
       "value": "Min_samples_leaf:"
      }
     },
     "ce0d512dfba34622891da63eb116233d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "ce11d79f73af419582d3a152bdaf20a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ce175e6aeb6a44baac8592f23b3f4f97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ce1d2d11103b453f9e2a3c12fea76441": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ce2733da4bea45dc887fc5cd20993192": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_acf84d8e108a46c290dd68b372c997d7",
       "style": "IPY_MODEL_a473d70b78294ae2873c92b4e8db5ca3",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr grey'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "ce2abdddea9349619934ae2b7ee82ea9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "ce549e63c053400daeb05acbcd5302b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_709a4da8778b4939a981eb2e1013797c",
       "style": "IPY_MODEL_7b0ff56e8fa849479a0cf7046742d24d",
       "value": "<div class='divider'></div>"
      }
     },
     "ce5798785f174abf97c04026b76eea2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ce67c93f5a504cc68629d4d3f8618446": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ce8d3e40a77c4135aa41e5097578dce3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ce8ea677e7774cb1b4bce9c0b978f393": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ce97b91bca7e4317936112d32942c137": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "cec23b8472df400187fd3739ca775a65": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cec6bc1d89034c99bcab8521715390dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f8598a11ce7c46dc8c9795e425223269",
       "style": "IPY_MODEL_7f6034c5543949e48b48aecf06ee0aa0",
       "value": "<div style='margin-top: 20px'></div>"
      }
     },
     "cec8b84f2bed497da7943e4fc2e18c26": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "RUN",
       "layout": "IPY_MODEL_6c741f7be6a54419ad2ff6d551af395e",
       "style": "IPY_MODEL_1d42353a44454b41b7c27e9623d0fe78"
      }
     },
     "ced0721973f84de7a9e7485f326b24b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "ced70a907c604ef5a54da05920a5f30d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ced88a23cc9949cd87e4c46a654ebda0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cf0555a3398d41dcbf1dd8c19a315bcb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "cf0b6c4634e1450dba8c493a70d0ae97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cf1a89371230402098bcbc558a43e500": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cb9e68be463644958cef8eb5dcd8770e",
       "style": "IPY_MODEL_e21b80a2454c46be9df9682598714e67",
       "value": "Batch_size:"
      }
     },
     "cf20578fcdea4908a50887758cda8503": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a739b056984a44b5a1b65e783fea0bc6",
       "style": "IPY_MODEL_a8fb30d081e843cab396095227135e94",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "cf36cc31f0ee40b2a229aba3efb38473": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b34a10e4d138433c879e7ef0d663c115",
       "style": "IPY_MODEL_72e68ff1a1804e6d800f07c2fd13c6ed",
       "value": "Subnet1_size:"
      }
     },
     "cf3849987e5e49028bd4c534f1c8ea58": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 6,
       "layout": "IPY_MODEL_5bc970bde8394e529530e7277e6479a5",
       "style": "IPY_MODEL_5c712f66816348e792639d92b1f03bc2"
      }
     },
     "cf3d51d1c6244d479734eb8cebd5c631": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_22a7b04fae244d91add10a19b0353b73",
       "style": "IPY_MODEL_3bc1b4cd4da747f89e019cf24cbb036d",
       "value": "Model name:"
      }
     },
     "cf51640a7c0e44a69d08e6fd486fdcff": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "cf582c99c3cb4f229be5f9e6272712ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_31d95ef5c9d84a9ba86276db8e079a40",
       "style": "IPY_MODEL_ce67c93f5a504cc68629d4d3f8618446",
       "value": "<h4 style='margin-top: 0px;margin-bottom: 0px;'>Leaderboard</h4>"
      }
     },
     "cf5a1fb556ea41129f7ba1ff305a4914": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "cf74aa3e2c414c9882a4c3ad9d0fcec0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "cf810a7f49fd4e08944bb44956bbad6a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_f240ac23b38843b59063b1f8f46f869f",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_471400a406454ac2a5fc9a527ec966c4"
      }
     },
     "cf88ad4b233041629bc280ea06eec8fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cf9fda8186384b00bab4ebc81e17f9e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_3667aa8d00f34d05a514173b58d60a86",
       "step": null,
       "style": "IPY_MODEL_078f590263794d519b147fad5c8ff5b8"
      }
     },
     "cfc68cf66f85437e8569c9f87f323b9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "cfd7205ccb524665b3726d8d5cf9c29c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "cfe7d90d61ee44498ffab4c5e357f15e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dd8e4d2dc5d24b86bde0c0a806b13ac7",
       "style": "IPY_MODEL_94c06420bb774a67b4147d095438fec7",
       "value": "Max_interaction_bins:"
      }
     },
     "cff0bbd4ab434a3eb3dce4d7c9df0bb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d01195ff2dd947f69a4f3ef21e723edd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d0229cdf2d5b4916bc7e2ac24a7a061d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d028182912894c0c909605b300f94b43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "d02d5460d4744712879d9d875c240a9f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d03294cb9e9e4a0fa7fab05a54f4b36f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "d03c5e929f164aff8dd91de95b19868f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_91d8522110074c6db4cd4bd469a2de94",
       "style": "IPY_MODEL_1b1b3cc9ac494bf284d1c26180827839",
       "value": "<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Variable Impact:</h4>"
      }
     },
     "d0468d1a85fb4b8fa3c540773fc04ac9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d059056dee1a4ebd9d232d7e6b727da8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8a8be4eed46544b29c0bce02734e8866"
       ],
       "layout": "IPY_MODEL_317a67a976ed41fb9c30d9e9b8ed2e51"
      }
     },
     "d05c817fa0dc4288b97d480d078944c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d05df09e00c04e8ab7eefe228b7ec354": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d0607b7735bf42d7a5fef9b016e583ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b957b29e7efd43c5ba20cdf436e4ae18",
       "style": "IPY_MODEL_fab96d3ea0b34ef8995c8b8f63f77cb1",
       "value": "<p>Task Type:</p>"
      }
     },
     "d07786d21a0f41baae7f76c35876cb08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d07d49c9bcbf4199918342bb92eb9404": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d08b67fcc7da4e35b09df0bee24b6c94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_39959af495994b3fa9c6872cd5008f99",
       "style": "IPY_MODEL_b13f8fccfee2426ea63a92ad14d8e724",
       "value": "Protected:"
      }
     },
     "d09f09ad8d1c4f5a9d6b716672fd9e58": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d0be00d4ac6348c7b9dc7dfe8960a0ba": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d0d347f9fd7942e09eb89d4bbd0b8e37": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "d0dc578931964411bfbf5e68d52b46b6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "ReLU-DNN",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_73cff7b7ad934a5294bb55eb22a2e875",
       "style": "IPY_MODEL_fea69ebd9a9442b2be66f9a45d7ede41",
       "value": false
      }
     },
     "d0f360e84a624c4082f6fa192595575d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_dbf790dfa9d44aea927533df47a4ca36"
       ],
       "layout": "IPY_MODEL_31aabf69f8db4547bd546965a1cae41f"
      }
     },
     "d1087b1b9c924e56ab47e98b7f0d33f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d1174dd0e7d94c7b9b8b2b662d167917": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d11fc3caa436436f96b5efcebbf0f365": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 10,
       "layout": "IPY_MODEL_f9fe76a2f9b042cb98fca402256fb8b6",
       "style": "IPY_MODEL_45dc32a575fd4c8788cf0ca7cd736bb7"
      }
     },
     "d120c8d7d4a4476ca4b4602787d61c84": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_693033d1792243bcadf6d66820136558",
       "style": "IPY_MODEL_eb97380e12ac400c8c48208d34e4cadf"
      }
     },
     "d12138fbdea2431996f56dce5be3f9ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d124495399194d0f915ea6a6c73f76c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_ac1b5612bfae48729807d3de7101a9e6",
        "IPY_MODEL_7c54f565842f418096da609c4dc4192c"
       ],
       "layout": "IPY_MODEL_250aa8f27a64478c8341e2821e102fe4"
      }
     },
     "d127afd3e15e46f3b4a96cd610a78882": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d128eb9a62544af7a0f6d484ec85af0c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d12e92cd2e9f424c93de3ebe9225dd18": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d14b77f8e60a48ffbcb0e9d020e87d70": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "d14e92e4f2484ef58425595143d21c19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_523c809f233848328e9e5a4133020a28",
       "style": "IPY_MODEL_17a7222b091543a6a5d5e54d5a714601",
       "value": "Data Shape:(63240, 11)"
      }
     },
     "d168db5908854130af4da4af811474e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_70f19014251e43e9a866fe4232b1159a",
        "IPY_MODEL_f6869a0a8ae14f86ae8648bef3b6e686",
        "IPY_MODEL_ae5ba07143d74bc4be986cf79d5fa9f6"
       ],
       "layout": "IPY_MODEL_2c808e2a57a84336aeb1cf6b0327906f"
      }
     },
     "d173f2f4a1b14790bf2e789421c9f67a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_342c63767d544f9eb117520d0e3bab29",
        "IPY_MODEL_41f98345639d4b28b546615eeaf532dd",
        "IPY_MODEL_645883f1a6684a84bf93862fd24c9229"
       ],
       "layout": "IPY_MODEL_8feca62a66124fa0bc73fffbd7e190d7"
      }
     },
     "d1836cf454254a8eb7cfb80d4446c043": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d1837b538c3c4bf2a9a965b8cf89af4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b4dcd8e3268a4c798cc3a3190d64dcfb",
        "IPY_MODEL_bb904440ffac464da675c9c1410311c0"
       ],
       "layout": "IPY_MODEL_a16ce945ec4b4cf0ac6d9a0267d8cd83"
      }
     },
     "d184c8361f2f4fce9edb80fbde72c94a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d191a70367e84a26bf7f62df133b2a53": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_815f73f65e9f40f7ba77f2bcae47d4e1",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_11d34d340824414695266ada3813e90d",
       "value": 20
      }
     },
     "d197691d44af4ea984d46da449c86faa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d1b0002cf7004e99896a84664b6ad848": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d1c3641876d54619b2cb57134d261537": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "d1cb355c878d4275a55761562e82e46f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "d1cbb27eb38d45bcac7803906d785a7a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "FIGS",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_dd85aae4a6424898a54be5ecd20595e5",
       "style": "IPY_MODEL_fa7e0f0b47d343d38e26ed4e3b167f66",
       "value": false
      }
     },
     "d1d14b95fe1947fcaf41a65a25fa36a1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cb02d5fec7484189819927bb42168a5c",
        "IPY_MODEL_3683a81986e14df3a0bacb31fbe0d1fb"
       ],
       "layout": "IPY_MODEL_4dc8be9b7bcc4a3fa70ff0b01ee45252"
      }
     },
     "d1d4b95f612d4599a2c8a969409c9120": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card"
       ],
       "children": [
        "IPY_MODEL_baa3143c4f4f49f1b862a836e59a1066",
        "IPY_MODEL_6db43c4653e34f4daa5792c3fe3798fe",
        "IPY_MODEL_eff5d47fef094e83909796ea7be9d759",
        "IPY_MODEL_3c8ded2b90d14bf5a5fb2948adcd7324",
        "IPY_MODEL_25cd9429fc104419ba11bc2d70f485ed",
        "IPY_MODEL_6ddfb3920c08410e81e947042a465d94"
       ],
       "layout": "IPY_MODEL_8b74dbdf74464f03b61f61d53d8041e3"
      }
     },
     "d1d7394ff0a949c69784062ac80b46b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d1e13d2bb6224b93b3a858dc02473943": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d1fb636f47e649cb8d978c34788a90de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "d2126388f2684e94ae14efb32ab332f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "d21576fea9a549b48048e15a8f278cf6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d215fae705014153b36cb074bcc900ea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d220813b58f7446096ff8d2fadd93324": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d22ccfe0738a43dd96c8528b09030853": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d22df793d05a4760a09793c49cb5e9a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d236bb48ae9c452ab5ad9f121834d32a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ProgressStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d24ba9e9c7bf49aeb124d2f2909a5c00": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_2d04e5e5242b4590aa4208a4953bca0f",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_bc76ce52c2c642b7acd8879f22029470"
      }
     },
     "d24c8fb0a463483bb2ed1c74f727dfa7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_001092682d80497d9bf78a779dc39b75",
       "style": "IPY_MODEL_b9a12d612be347849b2d5790a1eb207b",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "d25084b8f52141a7ab2af60ba69eafc4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d25a161863164f4185c6c3a2183ff8f5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "d25afa8d40ca4586be52964f5c997785": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_64c308fa44924ae1a1845bf3c958ea5f",
       "style": "IPY_MODEL_af56ac625ba64e7d8b06d9ed23cca44d",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "d26a43713579412389be202219baba01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1f328f28eaf9418496d088bb91db1e3e",
       "style": "IPY_MODEL_cb04fa515dcd4779b434d63a77d61741",
       "value": "Update Attribute:"
      }
     },
     "d2711d6557bb403da0077c44c86490bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_79b9e89a17d04a3c82ddc94e8282d921",
        "IPY_MODEL_0a979ddcbaeb497eb9b652b985fa46d0"
       ],
       "layout": "IPY_MODEL_f085379567254d1cbc5a6ad2bb3502b1"
      }
     },
     "d271a56d12cf45bbb4a826cdab349199": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d27da6e65e5d4fd09db8e50650d77f4a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d28e6d0898bd45f6a9538c59077846e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d29ebc3cce5f4acb9bc3537909e1d156": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d2a2e8f020184615b58295173c515f36": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 1,
       "layout": "IPY_MODEL_418508fd1e0e42e3a10b02928effd3d0",
       "style": "IPY_MODEL_95a3a9467bf84293aff7817f571d0f79"
      }
     },
     "d2aeed0c0cf84cb097719b5c2b786571": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d2b916844209450580c0f84e0dd50cd7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d2b960bdd17546b09e7956ad0d8c8041": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d2bb5f0544f44f9a8a67bd25070ea122": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "d2ca56435bc44c9f86021e0423dfa7b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d2da9c89e9db437f9c45d3fd2034aed0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d2dd6a59ddd740d793ec5a7dee4d4eec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d2e28b5e47424d4d839eb8da6825dfa0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d2f046c263bb4a07adb40d69e11f1d07": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_385b32ad4f57407ba6b2cc1246c9803a",
        "IPY_MODEL_b890292cd243422a8fc4a4db88f0e74e"
       ],
       "layout": "IPY_MODEL_a41eba76a98d4c5193e41bcc00b2e468"
      }
     },
     "d2f15b0c0fe240f08f9890e65dc7e7cb": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_90bb7c11a6e54654a6500e997973cf6a",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a302f0853c4d4e42a03727581278a3b7",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d2ffd38bd39842e085e0327343769196": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_01ce5fc4e9d041338d28eaecd06cb75c",
       "style": "IPY_MODEL_32addd35ca6e4dfd9ce0646e8cf8c300"
      }
     },
     "d30d016073624b68aee3f374f056d005": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d3158b121bd4441993ba5b7303b2d272": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ef732619efa04729b1f63a4ac91aff3c",
       "max": 10000,
       "style": "IPY_MODEL_99b51e3b249a47a1a2e56b8fa188cb86",
       "value": 256
      }
     },
     "d316b94af31143878d6549080c2ad007": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3ef346ae5d5e40b3a048c83977800cb5",
       "style": "IPY_MODEL_94ef3cca04814833ab6c4815ce99f62a",
       "value": "Delete Group:"
      }
     },
     "d31934b469ac42a890dffc8dafb22f65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_21b379b64428455b922d3e6f4637a936",
       "style": "IPY_MODEL_ee542e6283524b1ea760b1934ac1b340"
      }
     },
     "d32102da0b78473e86f63ae5785ce9af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d3376cb114454547a05dae26d0408f0a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bb8d949bfde84536933194cc4cfbce44",
       "style": "IPY_MODEL_3f28fa01e34a462ca41901dc0a1853d4",
       "value": "<div class='divider'></div>"
      }
     },
     "d34e0dd66c3c471c967cb6415ddbf917": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d363ccdcd86c4b8eb63cacfb885036f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a981eeaaac6b4bd6841097a0d944ed91",
       "style": "IPY_MODEL_ec3effa9f05d49a789656fa267e7038e",
       "value": "<div class='divider'></div>"
      }
     },
     "d3656d5044f74cbabbfb1cad62b26c3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d36952697fa4430da21cd9ed05cd24ea": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d88216519afa4ca1ab847d0280871424",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "b1662772f2914831be9b0b69652fe8ab",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Register GAM Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d37b3d393de24857b48bee3ce2890114": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d37f187f9d974410ad30110ab1cba13f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d38b7c875022463f88787dcffc58a90d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e40d2cb51176408894722c7beba2782a",
        "IPY_MODEL_a97e7e98a9cc460baa97abf6f40f9192"
       ],
       "layout": "IPY_MODEL_87b196d336eb4ee79b319aa1baf52ee7"
      }
     },
     "d38fc87c1c42467c8c41eacf010a668e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5ae6477bc96246de9ac1f0ab021f26e3"
       ],
       "layout": "IPY_MODEL_78e6937f8f444124ac2ca6df849d1f6c"
      }
     },
     "d394f4b3ea484d9bad3223fda5fef36a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f5c071b145644c2eb9be2a9c41a3dd5d"
       ],
       "layout": "IPY_MODEL_ebdd166cb6ac4f669625e41b74dcd14d"
      }
     },
     "d398313a081e4bb5ae445af9c79ff32b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fc8d62e92b3747dc9353dc287d6f761e",
       "style": "IPY_MODEL_d608e7575aed43efa76f6c9c38eca504",
       "value": "Outer_bags:"
      }
     },
     "d39e10fd25ae4aafa4e8f804af88693b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d3a451e2e8ab4ae4bf3739b474c25f6f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "d3a962f0e8da45a79206fa8a440d9faa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8b6598f4772b4343b5c10b391f2504a1",
       "style": "IPY_MODEL_2f017c18df404f70ae531bf7b2828cef",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "d3aadb0c09254c30b951b78ba2ab866a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d3b254dfd7374830a1dba105811f8627": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_407a1925bdb64fc9baa70159afa395e5"
       ],
       "layout": "IPY_MODEL_ffb02fd9d6f54184aa3761b8d81f6fe5"
      }
     },
     "d3c245a31194406e8799525214935b0d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d3c4a48cb6c643d0ba6bd78919e120f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d3e18fd888fd440c9251b37fc3b1f1fa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d3e5e24567614cc8a96e90cc4999ee90": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d3ec01acbaae49c9aba5fb30ff5458ab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Original Scale",
       "disabled": true,
       "indent": false,
       "layout": "IPY_MODEL_6f65dbd81e0e4c92b64dbf44f8c8287a",
       "style": "IPY_MODEL_8524884bec484fc282753ca18cd43712",
       "value": true
      }
     },
     "d3f4d6cd3dc8442e9900b16f94be1489": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d3f525e9984143c587a2ebacafddf12b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8695329fb4254f308861cec522196dd4",
       "style": "IPY_MODEL_7e27b2910a1140b88125bccb431776dd"
      }
     },
     "d3f93a5ba60045edbdaf906fe3ed8cbb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9f8bc201682c4decb0db8e9a27cd4b19",
       "style": "IPY_MODEL_e16d7338394c4c9690447c3fec156bda",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "d3fa60f9c53547a49653083c79a9c97c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "d400a286c8c2485ba66a7e6fdd5f891a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "d406c82cc3144b57904b6a9032f06cfc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "d412e0a0c1aa409ea7c5f959c626a4db": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d4150b91c25e4ab7a2a6313206134270": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d4188de1f5224a7bb2c3162fc342cebc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "d41a46864b9e45459be53e80537e5ebe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_ba8bc0f8ca5a476fbd9a79f76b8d0e8e",
       "placeholder": "Input name",
       "style": "IPY_MODEL_c2135c87467640fa8636a8870b5a29c4",
       "value": "Tree"
      }
     },
     "d41ee944248a4e9e93e38f607a8ac917": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d420a026cb6644f8b7b5e8982f39cc3e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d44bf47edc7b41608280417e8991d754": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d452542cce124c8a826c7e755221e2cb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_6af89fe42b1c4273bad4e4abcafa3808"
      }
     },
     "d45c81fac0de475c88ec217eb61904ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d461f73b209e4466b2f25ba8d62eb2d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "d4674254f74c4673a3bcae5e8076bcb5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "d468a9f15d3d4a84a8e0113192fd60b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d46e4e12538d46248d424f608af28a43": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_be9e3f33edd244c0a83396de52699f6f",
        "IPY_MODEL_567d5bc1767847f8bb1eac4162434b05"
       ],
       "layout": "IPY_MODEL_59ae9369315049c98bf67325883296f2"
      }
     },
     "d489ae0491d04ba086fac57889b8b908": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 2,
       "layout": "IPY_MODEL_d4674254f74c4673a3bcae5e8076bcb5",
       "style": "IPY_MODEL_a4eb4f09bd634ef4b95f7ba0d78f069f"
      }
     },
     "d489cea5fb3c479bbe8812c357669133": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d49a8e0aa7d34b56a598ec600fdf7cd2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "d4b23d37e26044d88fbfa8b3ef8cfa9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fdc8d251b061494fabfb8b2ca6c5e8f2",
       "style": "IPY_MODEL_02640184f32740878bff45fdc17f3a20",
       "value": "Feature_increasing:"
      }
     },
     "d4bd68cf8134445ca2d904932b6a5329": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "d4bef893bdd64bff95b389886993544c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "d4c2d86ed839443ab5bc7d11ec40c6bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_58e5e0f7880540efa1bc8f067b1c7d70",
        "IPY_MODEL_8ac3394ea89147d29b7ded9af5173ba5",
        "IPY_MODEL_db9bb1f8a7f14fb2a31daac71970c277",
        "IPY_MODEL_be59bc5b5477497f87dd2a5cfa0e2876",
        "IPY_MODEL_7f7074ba6f28413c9857615db9ee71a2"
       ],
       "layout": "IPY_MODEL_5b6c35531ce8451195b683f560583f5a"
      }
     },
     "d4e09396e14c45289d46820eae867f4f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "d4ebdeb63b404c8aafa62f7a96da1c38": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "d4f575f507f84027a72aa36d17554a6d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d7c64add8cae47e2b98d5b4f52a372aa",
       "style": "IPY_MODEL_1487cf85faf440439023ffd6016fdbce",
       "value": "<p>None</p>"
      }
     },
     "d50f930366dc4482a6564a45e27bf944": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d525d292db88420887633fb32dac3b02": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ad3ff5ac30654ff7bd5d8b94c8946552",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "99828d70014142898b2035c7186100d9",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(ToggleButtons(options=('Group Setting', 'Metrics', 'Segmented Metrics', 'Thresholding', 'Featur…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d5423c5a245a459e8486dac0340e9601": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_ba03e2d52b954aefabff9f7d7831efd9",
       "style": "IPY_MODEL_1a989ef44c3248cdaccf9836feb62853"
      }
     },
     "d54b8fe80ebd4dc1937b9a8919475b5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d54bbecea13e4c81a420746b0b3b6f4a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d5532920b8fe4602b66c89145f8bff0b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d558f4f79ca648a3a2b6bca1f77ee117": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "d572f9d08d4b496b8d2318863e5c8333": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d580ecbbb3a64982aa749546f4f07e14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d58bd06e3ad14493b96e9a5f85999a0a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d58cb819f3f2455586af54725f949ba6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d59451d4d003428eb0122655164415c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d5999df4665f485490b27cd49891c3e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d5a6eef3d4984f828e2916522637aebc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c3321f1e82d04a30a791fbb234800c60",
       "style": "IPY_MODEL_b3e575738dea4b7e8a98996730b6a1a7",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "d5a87dbf6f29405d90e3dc7da0e0e6a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "d5b11f7d3ecb4f329abed261714e65e1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d5b7b35c5ceb456094580de6be2a75e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d5bcc09237f64082895f2064e2d29722": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d5c732cf7fa7481893b1d2a925385491": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d420a026cb6644f8b7b5e8982f39cc3e",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "b38aef4ad1ff4e71a8ed3ed29ecc901d",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Register XGB2 Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d5c7b6efdb104528b788980dfc9d9cb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d5cb663a74b440a391b4da46a97eeec6": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d6e848dac77543b583aeadd4d583b406",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "8dc44d2e2ff34028b05581c2f5f24829",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d5cd0d8c2b764bc5b7cc6ca10ddb5c4b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_7e94a4e8bcac45ef80c61063bb90f9fb",
        "IPY_MODEL_90b383fdf0f74669b69e8188c86d88df",
        "IPY_MODEL_1c6fa646d33046f6a80b061e547615e6"
       ],
       "layout": "IPY_MODEL_b7263308539944329eec2dbf3a165454"
      }
     },
     "d5cf5567b2044652b39932ae14ec7ff5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "d5d1b76dd5754a42bff3210480fbf2dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d5e0a22d5f3b4023a3614fbac21f865e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d5e0a53f0d7742bbbe8771e355cd2495": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_811576fa771c429e91444f8c820934ce",
       "style": "IPY_MODEL_cb32c5a2a37f4fca885348709bd180e3",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "d5e6bcf5d9794a7a993a9d0710a388e4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d5ed62b0d0cd4280bfea291575333443": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c21caf62e0dc4a2a952d606eab93a477",
       "style": "IPY_MODEL_8712fcd5b229483ca6f5fa7dccf7db03",
       "value": "Batch_size:"
      }
     },
     "d5ede0dff8c440debc72a55f84e086b7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "d5f9ffc1c93346f3bed5c9aebe2de3f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d608e7575aed43efa76f6c9c38eca504": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d61cb4fdb45d4e10a4e32edda2939843": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d621e72b77d2429fba61e635ccffa26b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_43c9e3ae90724c57b2fb3363953e6138",
        "IPY_MODEL_9bc71a8ce7ae45fea27a25c18ff6e9ee",
        "IPY_MODEL_bc8102a83ffe40968af162bc5a41d05e",
        "IPY_MODEL_90e2f505b1b64b0fb35fdfea8a4c3404",
        "IPY_MODEL_6243479abed94f398b6d2b83262887e2",
        "IPY_MODEL_7eec249cd8cd4e42b552810f5d51d131",
        "IPY_MODEL_1b164fe308304491b8176d1ccf95b870",
        "IPY_MODEL_e0d7347df09842cdbba4ef71a0ee6979",
        "IPY_MODEL_621a33a7b25c46178032f3b72afc4673"
       ],
       "layout": "IPY_MODEL_f7a72918b41c4ca0a86f0f27c9010648"
      }
     },
     "d623e5b6864549f69b38e87347aaf360": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_90ed15b1aa1a422e91f378bf04f5fbd3",
       "style": "IPY_MODEL_2d40fdca55eb41b5a7e70ee86c9fbe4a",
       "value": "Random_state:"
      }
     },
     "d62a5c0db5e64c73babe7a60f9f09dad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d62da63940e34fc8a418b27427838240": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d641715a194e4a4c8bb672af26222939": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7d3f1b38ace04bd787f3b07adef0d889",
       "style": "IPY_MODEL_6105983483404550b4e41ece48f417d4",
       "value": "Random_state:"
      }
     },
     "d6461801e92f40a2b768bdac8f224103": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d64cba1475614d2d851f2ea40577ed6e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d668e76fb345436dad8ba120f0124cd7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d6779796bd844b9eacd0c8400869c935": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "d67e6015b80a47dd99fef2478d2db34b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3a0c06367b034de2a03b53e4c0c8df2d",
        "IPY_MODEL_7a7a623daa5e4471a14b6f5c524db18b",
        "IPY_MODEL_5f68e1e8fe594ff58aabc06757cf099f"
       ],
       "layout": "IPY_MODEL_5a6fa4918e8446dc8735bc5ef6a3182d"
      }
     },
     "d6902e6389bc4bc6b310df622e30d0d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d6943d0f530e415795d509e6a945e032": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dbf5532342104f4b951135ffed6422ae",
       "style": "IPY_MODEL_15e9c4dd37a7417db9476a3feefae196",
       "value": "L1_regularzation:"
      }
     },
     "d6af903188864892b6fa8e89af871475": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_beb5587137374a609db7d1f68ccd79e0",
       "style": "IPY_MODEL_0e72349fd880424e9eafb9fc672cecbd",
       "value": "<p>Target Variable:</p>"
      }
     },
     "d6af9069066b407baf49562b8ff3c394": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9f1fb6e5c7304373aa17cac967ac013d",
       "style": "IPY_MODEL_a4df9b3933644f178589329f9ba4c351",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>mean</th><th class='pth'>std</th><th class='pth'>min</th><th class='pth'>q1</th><th class='pth'>median</th><th class='pth'>q3</th><th class='pth'>max</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>x1</td><td class='ptd'>0.0</td><td class='ptd'>-0.010468</td><td class='ptd'>1.00554</td><td class='ptd'>-4.111457</td><td class='ptd'>-0.687572</td><td class='ptd'>-0.016001</td><td class='ptd'>0.661917</td><td class='ptd'>3.723496</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>x2</td><td class='ptd'>0.0</td><td class='ptd'>0.003769</td><td class='ptd'>0.998657</td><td class='ptd'>-4.441389</td><td class='ptd'>-0.661684</td><td class='ptd'>0.009965</td><td class='ptd'>0.678074</td><td class='ptd'>4.547531</td></tr><tr class='ptr'><td class='ptd'>2</td><td class='ptd'>x3</td><td class='ptd'>0.0</td><td class='ptd'>-0.027052</td><td class='ptd'>0.996581</td><td class='ptd'>-4.040587</td><td class='ptd'>-0.699355</td><td class='ptd'>-0.026371</td><td class='ptd'>0.64237</td><td class='ptd'>4.308687</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>x4</td><td class='ptd'>0.0</td><td class='ptd'>0.00803</td><td class='ptd'>0.99497</td><td class='ptd'>-4.491451</td><td class='ptd'>-0.659107</td><td class='ptd'>0.004833</td><td class='ptd'>0.680002</td><td class='ptd'>3.864044</td></tr><tr class='ptr'><td class='ptd'>4</td><td class='ptd'>x5</td><td class='ptd'>0.0</td><td class='ptd'>-0.001039</td><td class='ptd'>0.9876</td><td class='ptd'>-3.990077</td><td class='ptd'>-0.663987</td><td class='ptd'>0.000662</td><td class='ptd'>0.659662</td><td class='ptd'>4.093057</td></tr><tr class='ptr grey'><td class='ptd'>5</td><td class='ptd'>Minority</td><td class='ptd'>0.0</td><td class='ptd'>0.271599</td><td class='ptd'>0.268342</td><td class='ptd'>3e-06</td><td class='ptd'>0.056888</td><td class='ptd'>0.170139</td><td class='ptd'>0.419018</td><td class='ptd'>0.99998</td></tr><tr class='ptr'><td class='ptd'>6</td><td class='ptd'>Majority</td><td class='ptd'>0.0</td><td class='ptd'>0.728401</td><td class='ptd'>0.268342</td><td class='ptd'>2e-05</td><td class='ptd'>0.580982</td><td class='ptd'>0.829861</td><td class='ptd'>0.943112</td><td class='ptd'>0.999997</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "d6b51e9230514e1885fa891c74820a87": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "d6b62fedbe5f40d696a23f78ff41749c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_30938d3af00d4ee09e3dc4d27aab20a3",
        "IPY_MODEL_0eecebdb21044cde8896a183adf81a87"
       ],
       "layout": "IPY_MODEL_d4ebdeb63b404c8aafa62f7a96da1c38"
      }
     },
     "d6c39320d07f48e08762de0a66b25894": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_4525caf4d204408f8c544a98d2475f05",
       "style": "IPY_MODEL_4363bf86d6ba489bbd6672bd50a294ad"
      }
     },
     "d6c54dc8077041f3b832ffc804e4451c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "d6c77432bee043429912e3b10705835c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_30d1c22d53294ad2961139f094e7d054",
        "IPY_MODEL_3c35fd656a5945c091326de0937f2f5c"
       ],
       "layout": "IPY_MODEL_ca6314722d3445ada137af022168c3c7"
      }
     },
     "d6cb3094a08e4f788511051ba404acfc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_602d459b329649d08c7c3b3a68d3cee0"
       ],
       "layout": "IPY_MODEL_01fb28fd0cde4a79ae4d6336d8911e9a"
      }
     },
     "d6d6a952cf07498da1529ebe17344c35": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d6e848dac77543b583aeadd4d583b406": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d6e9010888a44517a067257917a800db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d6fb5dff7ca848afb6a4d79b485ec1ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d6fe865fc822486690beb99673ab5e36": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d6ffb1f5c37f4bc19ce2b0144cb0f672": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d705b269bd3f479f97047b1aafe5592c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d7263afb0c25454d9f50d31cf66e5b4b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d72a3787b5424388962476a1441e1e2a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0b2d547007ca4b35b531ec95623b626a",
       "style": "IPY_MODEL_15ef8620a5c647fa94d96f2f5d5a28ee",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "d72bf4ed39944cdd8dc76232fee72bb9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_21a60243b9d8469492188c9cdfb7c8a8",
       "style": "IPY_MODEL_4652767ec41242768e440977edf84642",
       "value": "Random_state:"
      }
     },
     "d7333617726c4ba19760ce5890543162": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "d73ab84fb9d741ff87b1f3e8c92dbadc": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8716d74d79b0485a82da12ac6bb99b47",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "df98569f8e9a4f669ad55c0a3a02a274",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n            </thead>…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d7457c7b9e564c2c84b68db5b5a42362": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e6975f856f9344398c42a4bf4a8e2d75",
        "IPY_MODEL_01ad7c8f908246a0aca85067284074e6"
       ],
       "layout": "IPY_MODEL_1d9c5a76a8e0416f86625742054e6727"
      }
     },
     "d76b0837753640d48b11019ee64d7707": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "d77039ed5200419196656b8b200b6c0c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d770c21fb6eb4aa1b3264e4796328cd6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0.0",
        "1.0"
       ],
       "index": 0,
       "layout": "IPY_MODEL_ecaac349014e4f61a63e788679e328b5",
       "style": "IPY_MODEL_2687e77f51cf48cfa1fb17032cc86b5d"
      }
     },
     "d773cacaa57e4c8ba673cc5afcff864d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d7802fe40b4744dba2f4af9ee005678e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b12e5ec7fb414044be2f3413a724872e"
      }
     },
     "d78422255c334005bb39bc62d8932b6e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden",
       "width": "auto"
      }
     },
     "d78e0b0f362c4aefb5c9da0a6fba477d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "d7a21aed2ed24f61a599df38e5aff5a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_c9a585b3cc4e4e1a89bb6e82b56484ff",
        "IPY_MODEL_8d6514cd045148f7af6c6b2223551f42"
       ],
       "layout": "IPY_MODEL_3901dfa2734d4d9bafa908b59398ca6a"
      }
     },
     "d7a65622446f4156990c9de02633c1f1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d7a832e537bc4fdea84a277e75e2eb93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d7aa89507feb45d3b7787087bdfd60c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "split-btn"
       ],
       "children": [
        "IPY_MODEL_37187b5124934c7abcfd47683038d79b",
        "IPY_MODEL_640c881b97cc4489b22c35dbdc17a81f"
       ],
       "layout": "IPY_MODEL_4be7ae82ae394fc9a401c9e008f0aed8"
      }
     },
     "d7b3566cd0aa4c73820a11ef2a9df212": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "d7b51357da0a4f9c9f6b6d2523dba721": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d7b978ab04154940a5b050c7747acd9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d7be2519753f491d991dd6a807f721c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e52a33dc4a234b968a9ee14ebe8f50b3",
       "style": "IPY_MODEL_600312e8db3f42408e69cacad772d171",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "d7c64add8cae47e2b98d5b4f52a372aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d7ce3885d4cf4b01807812f662e517f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d7d9d976a85f48f5a482acb05b2e50f9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d7e2d0afda9c4dafaf6d1daef651a627": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d7e55447a1374827924abebad2e76cd3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_cd3e0b3478b647f7a07ee72f64fdf07f",
        "IPY_MODEL_30e61bd62b5f4fb995183efba87fea65",
        "IPY_MODEL_e885220d461f4e4c80de5881761c81bf"
       ],
       "layout": "IPY_MODEL_1133255ed8dc49ef9596ea9381836e84"
      }
     },
     "d7e705b980944e499f84781b034aa825": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "d7e9d4bce308491d847f096cea0f9c08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_a61c948c257548a99bff8c0c24e540d1",
       "min": 1,
       "style": "IPY_MODEL_78950da4c7f34b0396b0b06ec85ac0ad",
       "value": 5
      }
     },
     "d7ebc79255d24b70ad400161e80b35c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d7fcd51bac914933b847aaaa19032d0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d8098fa2b2dc4e9aa4ed568b21423240": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "GAM"
       ],
       "description": "Model Name:",
       "index": 1,
       "layout": "IPY_MODEL_5494e6bbba8345f0bb7b33e9af0fee77",
       "style": "IPY_MODEL_30c3b099e01c487b8898bef70b18e76a"
      }
     },
     "d81fb9313d714f7eaf7f9ebe454131db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d820e7a2358e41349d2fad83d4af25a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d821a79482554f5697b92f7c553b0b8f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d34e0dd66c3c471c967cb6415ddbf917",
       "style": "IPY_MODEL_2f973d9bda954521abb29682fd97f443",
       "value": "Model name:"
      }
     },
     "d82f6a71136b4ec182f6f98bfd486f44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "d83715b73fe24b50970887e9c4ade9bb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d83c096a40984f9daf1aea024d0e2879": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "ADD",
       "layout": "IPY_MODEL_f08f36be23a649888c5e3785ae3dae40",
       "style": "IPY_MODEL_6a92efca521e4e949b448ff097b0587e"
      }
     },
     "d8431b2419a54593bf454d0a6864537c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_38326d7a070b4b1b9838d5e797a859d7",
        "IPY_MODEL_16ff5b9aab2b465aa464ce442925b710"
       ],
       "layout": "IPY_MODEL_52eec5fe6e4e4781a94f8b1dfbcbdd1f"
      }
     },
     "d84c895434bb4cddb519742019e00d8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7ad68705abaf482b84a85165bd7a2ea9",
        "IPY_MODEL_42c44943f3ab4496a334d5ec5bfa6b88"
       ],
       "layout": "IPY_MODEL_00d565627864488f9a3aefb1f2959480"
      }
     },
     "d84fb84fb7f84207982e933334d9529d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a0df5f1d0dbe488c99225213bf080a1b",
       "style": "IPY_MODEL_a3db282f2028447e82c25dd3de631a61",
       "value": "Feature_increasing:"
      }
     },
     "d85165d077eb4c3db0e665de3b0ed4d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6c1ae0651fac47c49e31eef0868a08a7",
       "style": "IPY_MODEL_91e2b6d0a2604edd8f7d6fedb543fd13",
       "value": "reg_alpha:"
      }
     },
     "d865b8bfd682485bb8dda13d001f6cdf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d8663ca11e8246e5ac49483c83af1e0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b66ef31fa7bc458182786199748b9655",
        "IPY_MODEL_17818a17a78d44e0a7574c7851b3eca2"
       ],
       "layout": "IPY_MODEL_a32d4a862e6445709a6dfc997f88604e"
      }
     },
     "d8692396a55744699db0031dfff21dc2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "d86f4fb15256403fb032f23f2fb97a7c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d870230d647b48319fa7ed6c6bafcdeb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "d88216519afa4ca1ab847d0280871424": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d88df5fee07f49df913a912d6b96c6d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d897b2a5a3904b60875eec74bc59f7fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d8b3fa69c0544c5d8ba181d48307587e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "d8c1605704e946d6af0c86e2d584cec2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_5edcd4bf95304a9b9d7f14deb1698af9",
        "IPY_MODEL_2b9d85d593524170925d9cfb3253fffa",
        "IPY_MODEL_d1837b538c3c4bf2a9a965b8cf89af4a"
       ],
       "layout": "IPY_MODEL_5ea5b7f825df420ba8f78965b5fbaaca"
      }
     },
     "d8c928f589d44a0395251749d2f25709": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "d8e085f280754022aaa79286f4686953": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d8e8fefda0474d8dbede1506b777983a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d8f4612d146f4b738a2a879550834205": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ec1d2c61eec64d1d97b6540c234555d1",
       "style": "IPY_MODEL_97ee1d5cc12b4b50969686328aa77520",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr hightlight'><td class='ptd'>0</td><td class='ptd'>GAM</td><td class='ptd'>0.8509</td><td class='ptd'>0.8480</td><td class='ptd'>0.6034</td><td class='ptd'>0.8524</td><td class='ptd'>0.8505</td><td class='ptd'>0.6074</td><td class='ptd'>4.4</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "d8f6242e73e448b383bc6e767c62a3d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d8fe6f4bfc1740989a5b3a8343a0ad40": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7ca4855da869473299e14a772799813e"
       ],
       "layout": "IPY_MODEL_ab6ef19c733844cb83ba41b8c197200e"
      }
     },
     "d901664cf4c8430ca2d1a574d2a52ba8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "d903eb9ed1be4a039dadaf8078c85f2b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d905e35ed3c3485ca2b397bbeb56e4d8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_41078d5af8d6488695995927aa81a7ff",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "48ef84b68e084107838515156b984e65",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 0px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "d8f4612d146f4b738a2a879550834205",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "d9068022edc946faa1f0ac6398d21a74": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "d9072066e0274eb0a76824ef2c0c2d19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7495e1f955ab40b59f617388d7c37bc1"
       ],
       "layout": "IPY_MODEL_6a63a5d99f4e4bfaa3b33840c59bbce5"
      }
     },
     "d920f65d05614a2485aea4db9881915e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d9228802406e4d339384ba1bfa229d3d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_62c6bafb4dba47d7b36b74c4632a7754"
       ],
       "layout": "IPY_MODEL_0b97cdef84b44e96a5d1e81663e3c577"
      }
     },
     "d93acf4fc62b4e74bed1ffcc29b9b711": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d944d7b1bf8f44e48bc4da98f3420f5c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "d94fd3b2bbbc4bfda5d7ba316d3b442c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "d952842ada5044a3bd91d041c1a06b4d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_21f8d9e7fd4647c8a7028df66511ee27",
       "style": "IPY_MODEL_b48ac236f3064154ad32d5fd0d29d049",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "d964e970d7a04c67b9ada779cb0b7426": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "d96789a5bfd34a79b15b40424f66c388": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8d63bfc52fef4f9d9e138c739a94a73e"
       ],
       "layout": "IPY_MODEL_6b8bf630d03840ada5519edf625007a1"
      }
     },
     "d96ae94952f84ded81bbe4c71efe1fd5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_96efc273115846fd889fa90bd2f5d4db",
       "placeholder": "Input name",
       "style": "IPY_MODEL_76831ffd7f4e45fb96b74f3763a7dd5e",
       "value": "Tree"
      }
     },
     "d9805c78717a47698dcf600792da7f1d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d983518a02e34725a28f92f3a14b3fe6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d98aa9f442b44e1a8cb0d21e0d76f10a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d991cc3f99274b58ad7a52f353fc2b96": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "d99503eb67d24f0285010c97383aa656": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d9af1ab32da44971bfdd5dc72fa5e1b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "d9bc3da93b6840a49bb3a7596fac1e1c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "d9bfc969f22745ee83cb27c0db9896eb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "d9c47bc4c8ef43c28c111a7dc3c39395": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "d9ce994c266a480a8170b179a073fa2d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "d9d84084f12a4b8f885f1c97bc0048bc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "d9df224e17164103b6339b6652ca1e7c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f5e5b58e32844808b52ec1ed0b6f84a7",
       "style": "IPY_MODEL_89cf0c1681984680bde84ab8109a6aff",
       "value": "Distance Metric:"
      }
     },
     "d9fb53eecf544885a0122bc59cdaf47f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "da004814db4d447c8f17604f8a668758": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_47aa2ecf50ae491c9cf7ba6a61d78d68",
       "style": "IPY_MODEL_b9be581b5fee42dba060601138cbd95b",
       "value": "<p>Split Method:</p>"
      }
     },
     "da02913df02543c4aabcd5ebd65110dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "da15028e6f1c45358b1b35ba42266d40": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_aedaa24838b2435d90262184b118bc09",
        "IPY_MODEL_5365f7f51a214bb58c2995dc2c0e5dc6"
       ],
       "layout": "IPY_MODEL_b920dc753f204e46b06d5e065aaf756d"
      }
     },
     "da191e374d12416babf65f11d324c3a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2f120463c8444643916cb6314f013f16",
       "style": "IPY_MODEL_bd3f0f5083334facb5fcb56c6f5e6511",
       "value": "Favorable Class:"
      }
     },
     "da42558befe9459dbda8c520cccf12d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "da4a9098d4cf4b94af5d7229ce593a27": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9ae393d52a3346e6ae9133337f642972",
       "style": "IPY_MODEL_c796eed5ea5847e699d4ad3b4f104c8c",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "da647d737b1f4ee3b4753c0623f3e7e6": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_7d588f7b74d745208457cf5c004c5c03"
      }
     },
     "da650e4ca1dc4992841b84db41937cc0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "da6afe3d43dd4d55a4dc5daec7675879": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "da7653f0ff60408facea36b650a6e251": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_081eb7f8eaa447628e80faa44ac603f7",
       "style": "IPY_MODEL_301fe5931f91486aab4baf80acb759e8",
       "value": "<div class='divider'></div>"
      }
     },
     "da8a5e698d094d7c8a9c85e98b17be83": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "da9319bfa8b6420e9e93d0431cb14fa2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ae6d09b17c00414fb8cfb9d2befa0481"
       ],
       "layout": "IPY_MODEL_a7d49cef78e04f6e8a22a0d743601e16"
      }
     },
     "da93e39c22f14b68aee83abaaf10279f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ba94196a88764f828ea81cb3b3640e81",
       "style": "IPY_MODEL_5cf7a3fbb47d408c9bb97611f072c02a",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "da9c98194a8742519f219de7e5e155f0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "da9dc16e95e341428a30bb335b598ea1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "daa339e58ebf4246acdf3e497aa64c11": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "daa4ca252c6445ec83fd6bfde480b580": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "daa6e87e49694ec9b546bdddcb9307d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_3ec133feda5d4dc88cb2270e04fbbed0",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_ce11d79f73af419582d3a152bdaf20a7",
       "value": 100
      }
     },
     "daa72104201b49b094e73a29b1525119": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2f4168abfdc744c597341ec34a94a82c",
        "IPY_MODEL_dc7aa3ce463c486a9b26df651500a1a7"
       ],
       "layout": "IPY_MODEL_213a905704c540c79db2880025f6d987"
      }
     },
     "daa87e6cbd7547599b55d2b4780f903c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "daaeeac42bcf489ba04a091a4314c37c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_4965df382de84680bdb98c42f1859572",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "4234d6f5537444c1a952a27360715a77",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "dab0033f60544fb6b3488d3af0e9ea54": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "dab0109148e447378dc3877287a0d3e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "dab5b33419484b90b7d7f5ec81b56757": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "dab61a516a0244b68ff4fa3ed545cbdd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dac0bbdaab694859844e2966a53ac634": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_000ad1234d6b4b6891290a8fe40659d0"
       ],
       "layout": "IPY_MODEL_886a74f56b0c4a99a3b2820cee3b16ff"
      }
     },
     "dacaf92403034452aa67f8c76d8f647d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "daf3d4c2361f4e698d6fc9a5477b0692": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_8854f3f4eb87456ab4a248ad08086fa3",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_73aff45b87ad4db4b57ec80872173483",
       "value": 0.8
      }
     },
     "daf778da288a4651959b9e9aeb125c92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dafff3b43ab84682b67a96cb188e736e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "db07523d0abc4df7b6cd11fe70abaa31": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "db078d7efa6041259d0274314ddbaab1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "db08ddbd4eb9441d8c92d069693d236b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d220813b58f7446096ff8d2fadd93324",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "db0b438de7514ddc85eb79d7f606780f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "db0cf2a0c3c44199a8d2831f5a84b441": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "db12ebd2bcfa48afb6de5c84320f976d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "db1a51e6de3342c0aaa440bda10b9604": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "db1b4767e7674b848e202b46a0ed34ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "visibility": "hidden"
      }
     },
     "db2efe5625d8407f9f72d416c11a2e1a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "db2f2927646e40ba924ebaa3ee41607c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "db3e607203d9442980b4ee61e4888d97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "db4ebf760b424f61b78153353c504fc3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "db51a326d16c4c9997d98e16f4ac2f45": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c1151151983244bbbbe567c97bedeec5",
       "style": "IPY_MODEL_d61cb4fdb45d4e10a4e32edda2939843",
       "value": "Dropout_rate:"
      }
     },
     "db63e74efc1147da8d38bbe0e5993e1b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "db675d9d3abf4bf093998d2ec4e9490d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "db70a0b31298497590319bdf37e9bebc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "db98263b0ccc4b17b6a7814c6e119773": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7fe2c24129af4266a89789b009c83cb6",
       "style": "IPY_MODEL_876e652f7861461ab8fc6b3496972701",
       "value": "Max_bins:"
      }
     },
     "db9bb1f8a7f14fb2a31daac71970c277": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_556083596fa94cc5a8c2d8f24849d227",
        "IPY_MODEL_588f8781630b4ba58ee3f362d3958df7",
        "IPY_MODEL_e8d304322ad949af8c533d70806b50be"
       ],
       "layout": "IPY_MODEL_d03294cb9e9e4a0fa7fab05a54f4b36f"
      }
     },
     "dba47c346fc048c3a95b1912c049a23c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dbab9089e9fe44a88d59f93853578042": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_e22574e22f4e43898188a426c7acbc80",
        "IPY_MODEL_a4b037f4b0964d51bc4ef51a4d1b6a2a",
        "IPY_MODEL_87f99b10945c455b9aa674847347fc57"
       ],
       "layout": "IPY_MODEL_2b106a8b4be74f1aa8bddbca961fa36c"
      }
     },
     "dbd37c6b33be478ea7dd5df60f4655e1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "dbd65f330f774780bba317435760a435": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dbe41cb4689b4cf5a3ea7e8bfb5a4771": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "RUN",
       "layout": "IPY_MODEL_2e0ad1c9d4ea400a9c37811a3b0d3faa",
       "style": "IPY_MODEL_811b9dcbc34a46839b61c75fe4a9e20a"
      }
     },
     "dbf5532342104f4b951135ffed6422ae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dbf790dfa9d44aea927533df47a4ca36": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_026d764e60b64f78bff0583277276e98",
       "style": "IPY_MODEL_2df41eca53544f25b752bbfa49113cd0",
       "value": "Model name:"
      }
     },
     "dc1c679aece9436eb877b840635937b9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "dc2269aee8604e6eab153ba16bf64059": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dc2a45867aed400f957a11e741a3f6e8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dc36c2b60d8140cc827f2e07bf8129a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "dc399ebd01354dacb8dce7f5147fe33f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dc69fdab10bb4413acbb924a9a025221": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_7cb976606ad34c94b68fd2c57085236a",
        "IPY_MODEL_d363ccdcd86c4b8eb63cacfb885036f9",
        "IPY_MODEL_86e4e623f3b44cf88bfaa3eb21b7feee"
       ],
       "layout": "IPY_MODEL_bf9c7602e91d4120a4a436d39a0d708c"
      }
     },
     "dc745e02af9b4d809c4306e540d3c0df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_bd32ada5271a4d2dad33f2277967f8e0",
       "style": "IPY_MODEL_19c0b0ad632f41b39cbdd68e13755c0d",
       "value": "Max_epochs:"
      }
     },
     "dc76df76fa5a4b188c0eb224e0df9e78": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dc7aa3ce463c486a9b26df651500a1a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_98d8fdd6f34049f6be34b5daa2ddfb12",
       "style": "IPY_MODEL_2f4cb067376243a4865f2c390b09aa64",
       "value": "<h4 style='margin-top: 5px;margin-bottom: 0px;'>Registered Model</h4>"
      }
     },
     "dc7bbba21bdb4d4f8e5c37bd4ab7688d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dc7f200a72384a1d9a8e16938e984e93": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "10px"
      }
     },
     "dc866ebf9d3449e3b842fdfce73e1e92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0bf6b5cb8b49472480ecab8f6db646e2"
       ],
       "layout": "IPY_MODEL_dab5b33419484b90b7d7f5ec81b56757"
      }
     },
     "dc92cb04a43047a0b87d4d3024684f5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model"
       ],
       "description": "Model Name:",
       "index": 0,
       "layout": "IPY_MODEL_36ade43123434f53a6559c15a0bb4d61",
       "style": "IPY_MODEL_4c448efe436c4b329ba95595d3b73e0d"
      }
     },
     "dc958b1323f64ccfa514b47eb11b04bb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dcbad0d096fc4d1b8b4aa5c4807a694d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e80401151694401db87225b7bbf719f6",
        "IPY_MODEL_d394f4b3ea484d9bad3223fda5fef36a",
        "IPY_MODEL_4ee74f2d32cc407a8ab38d557a89d38c",
        "IPY_MODEL_a6cc595e471345ea85fea0743d490ca8",
        "IPY_MODEL_b70bd6b3349c4778bbd607566d0aa8a1"
       ],
       "layout": "IPY_MODEL_138eb2ed33454e3b92a52a6a80204efe"
      }
     },
     "dccab7abc8e44cd6bb103d1aa1da92fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dccd8b0d59854846b8078644a1e46582": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ccb70608135d47628e8a2c70f97bd6a6",
        "IPY_MODEL_8a859b6dc3454dc880fd39edde946716"
       ],
       "layout": "IPY_MODEL_dddde05339164dd3afd1c49f00e1c7ba"
      }
     },
     "dcd54fff3c5b488b8df8cf6cc340d519": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "dcd5ecfcdcaa47ee943ef5ba5c0650ee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_781a827ca0184a4c94cd059452f45e74",
       "style": "IPY_MODEL_8f16b75782a34707a0c7a4dc712a1d32",
       "value": "Early_stop_epochs:"
      }
     },
     "dcd7afc48e5f4edca186de8e195dea50": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dcdbc70a401a47c6b91b5c80ab094453": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_563ce74a1acc49a28e026b362a7af4f4",
        "IPY_MODEL_8aabda3c57db49ceaca6710d838c72f7",
        "IPY_MODEL_88c06596f8dd4b75a04f76781be0585d",
        "IPY_MODEL_589df63aa4ac47a5a1b980dfd844812e",
        "IPY_MODEL_c987872db6254971a2a1ebf48e6e0b62",
        "IPY_MODEL_52b7b05cfb404af6b7cf86142ed6bc1f",
        "IPY_MODEL_4882e8e2f15e46afb4d69fd5d3dcd3c6",
        "IPY_MODEL_3d275d3c59e94d609261d341ea409dcf",
        "IPY_MODEL_c012b4dd53ff4f7f8676fbfa9d1b125f",
        "IPY_MODEL_571dea83eda847fa8ad0bb4991ce62e3",
        "IPY_MODEL_be7bf4bdf12e42bc9b2379d2925ae174"
       ],
       "layout": "IPY_MODEL_b9b69606d2c64de89a1785a531c83dda"
      }
     },
     "dce011a6229c4fc3bb242f54cc14f8df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_721d0d15a57940fab3c9afd9b79e259f"
       ],
       "layout": "IPY_MODEL_dda9a7387a6d4fe0a9fb15f21967bb96"
      }
     },
     "dd14efc4dfda494b83fc01b3143404f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_af2c65b87660449a8ae67d41520a99e7",
       "style": "IPY_MODEL_4fcfcd70a4834b4684bbe42b8ef80208"
      }
     },
     "dd18d96049ff4d25894ad5cdaa44fd8f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dd2f9bbe350e4f5d8853920f55a4fc36": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_d44bf47edc7b41608280417e8991d754",
       "min": 1,
       "style": "IPY_MODEL_b0cd076805ea42358503ae6f31be962c",
       "value": 5
      }
     },
     "dd34f16ee15641f3a326f881533fa313": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "dd5ff6a8eaf848ffb5ed5cfe699cc0ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "dd7296293a914ca9a9ce1cde49f0a416": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dd79b97b058c4360a9c7e322701d7f5c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ca368a9c84ee4882a5550737b0d05536",
        "IPY_MODEL_aafa9c4eb68d4f23835d6cfabeca005f"
       ],
       "layout": "IPY_MODEL_4730a8a0ec3943fc84a129fcdffdc7f0"
      }
     },
     "dd81955fd47e4b608659a8e89f18bc71": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dd830aee49ac4f80a4c42efdf1a8d3ce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dd85aae4a6424898a54be5ecd20595e5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "dd8e18f594f642da96c1093bfb111c1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_a7589a313dc444dfb050bbe0706cd90a",
        "IPY_MODEL_4a671eb6e93c4969aef71afc10645644"
       ],
       "layout": "IPY_MODEL_c0d16c005d4a4b8aa31eaec894ea39db"
      }
     },
     "dd8e4d2dc5d24b86bde0c0a806b13ac7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dd94f100dd494d78b270516cb0294904": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_225ebd2a238b4f3b9ecc0f8139c491af",
        "IPY_MODEL_e1d922429ef24971b948286665782004"
       ],
       "layout": "IPY_MODEL_f8427f0117654b12b0ddd19f54b433fb"
      }
     },
     "dd96003d47eb434da2a499c9e120390b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "dd990360144b4fd9aecb5d12240046f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "dda0bf97889648a5ba22f507a7a18a67": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_d54bbecea13e4c81a420746b0b3b6f4a",
       "style": "IPY_MODEL_6eb8c4d5740e4742ade4a4446f14305d",
       "value": "<div class='divider'></div>"
      }
     },
     "dda2b5ab2f3048cc93234537c706afe3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_004ceb8c166541e98790075f99c5372e",
       "style": "IPY_MODEL_a949853832254e11a38d71b9b0bd2698",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "dda9a7387a6d4fe0a9fb15f21967bb96": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "ddaade8a25bf4f2a806782a88a8b5545": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ddac6f0a87b84777941d62e83b5b48d4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden",
       "width": "auto"
      }
     },
     "ddb843d67acc42e3951369326b048290": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "ddcffec206d541739c86a9c14adfc39b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5dcfa0f744ba42429b2ad51b30f299e9",
        "IPY_MODEL_6283ed0a304e43148219c577de847ed0"
       ],
       "layout": "IPY_MODEL_86ea99be51f64dfc8c0a97bcaab67c64"
      }
     },
     "ddd063739125426b958d9d1d4e0eb4a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "dddde05339164dd3afd1c49f00e1c7ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ddf136a4618d4a1abdbdd83ac42c5cba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ddf13a72cb8e4126b839ee634f83bdf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2a19d7092a7947159b0165493f54a566",
       "style": "IPY_MODEL_67d7c52fe6e7425f97a057a366ccf49c",
       "value": "Reference:"
      }
     },
     "ddff2cb6f53b427a8f827c5abe23372a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "de04a27a8a564624a7c30085b67ae57b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "de07c1fe4c644cb8b8d29745283a7cb1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "de1b597827db444b8c97da4b459cd709": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aeb255da6a664afca2742c3ac6b8b1e6",
       "style": "IPY_MODEL_bf29fcaf0f0f431daf821dac31121a26",
       "value": "<h4 style='margin-top: 0px;margin-bottom: 0px;'>Leaderboard</h4>"
      }
     },
     "de207bbd261f4d158ea48557e64ec37b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e306e50701a8481d8c04965b902a2a80"
      }
     },
     "de39b8a4a3534ae6ae88d192a1c6a804": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_99dd929eb52948848c7daf3ed341eac4",
        "IPY_MODEL_6225a901bad04215927fe12c7c8c3a30"
       ],
       "layout": "IPY_MODEL_b1fc460e40bd4483b234ca23cf179ca1"
      }
     },
     "de3d9656df9f4763ab1131174c33b82b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "de40a82c43c1418e9108a25507258551": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_40d4157d3e8c456ba61ba1e9a495f889",
        "IPY_MODEL_1c34d36acafb475ea7466d5a56c61c78"
       ],
       "layout": "IPY_MODEL_152e5f967a784a019e2cf2ee55a59466"
      }
     },
     "de43619e463a49f185b8df53c5ec6d2b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "de4ffdc6d18144c8bdefef175e9a3908": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ab338021fcdb434aac1129cef8fca639",
       "style": "IPY_MODEL_9f8af8058398495eb6dff513b93a4e09",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "de718a7aa8d54c5eb43e54ec9ce4f404": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "de78e1a6960f4674b81cd2c80d12352e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "de7f27dd2cd34c52be29a7b67441f498": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "de88889f1f2345cb94187cdbe33c42af": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "de8e9e0da5594bb6a295770d8a77d662": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "de8f5ece6bda4eafb0d71b45d9ba7b3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e8593819cd394d80b3cdf7fa710de952",
        "IPY_MODEL_dc69fdab10bb4413acbb924a9a025221",
        "IPY_MODEL_6b2aae0b43394a5db0c23df0af441394",
        "IPY_MODEL_350a98be04f243358700cb2be5a0ea9d"
       ],
       "layout": "IPY_MODEL_1262c1d6e28d44508419d1ef17002829"
      }
     },
     "de9605638cab48db97904cb4f5d089cd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_3c7030bf6dee40358b181de71115e7f3",
        "IPY_MODEL_e45568c70896448d9068ffebce4273ec",
        "IPY_MODEL_2bf8329993e64440ac820c4ff5f49c78",
        "IPY_MODEL_84b47ee1c51441439ad9def3c8022259"
       ],
       "layout": "IPY_MODEL_8fbe7add03324d8a82c3768b33292424"
      }
     },
     "de964c984a2d4e6f8db5cf2a990d9b16": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_30da393149a94156a80870839fc33556",
       "style": "IPY_MODEL_b5eb34c995144b018a6f6ed0b74150ec",
       "value": "Max_epochs:"
      }
     },
     "deb11cf266a5491db66f76e9c4c1e720": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e605c2dae9a14e01864a99a5f0bbce6a",
       "style": "IPY_MODEL_6b953a21784f4731a4cb327a39726199",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>XGB2</td><td class='ptd'>0.8495</td><td class='ptd'>0.8480</td><td class='ptd'>0.5979</td><td class='ptd'>0.8551</td><td class='ptd'>0.8549</td><td class='ptd'>0.6134</td><td class='ptd'>0.9</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "decfdf3365744264b2f66e071bdccced": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ded2fb414f8940a3b8bdc10017156f42": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ded914cf9ac544adaff00a4a12261a28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "dedce80365c44900a38e3dd7882635ea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_cd46fc72c9734460b4c39b61f94763f1",
        "IPY_MODEL_2dfc820b90ed4682b69ac055776bfd1e",
        "IPY_MODEL_d38b7c875022463f88787dcffc58a90d"
       ],
       "layout": "IPY_MODEL_b68402c8bf364acdb3fa51eff079b297"
      }
     },
     "dee31b967c06499381201c565a4d7930": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "dee8b6bdd0514605a1ba5d2e5b1c9c96": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "deeab512341c4e66a019ed67526720d1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "def4dc744b2f449cb87a94acec21ac63": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-around",
       "width": "100%"
      }
     },
     "def8f18d43cd48de89c7c5e7dc8589b8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5483485d118e41e48deac3ff7fd61ec0",
       "style": "IPY_MODEL_3966a5ce03cd4bb1a16e5d450a6ca555",
       "value": "Model name:"
      }
     },
     "df0cc6b12df24e86ad19f9b84f744b02": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "df0d56008c7f4a48aaf087837b1b9f92": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Random",
        "Outer-Sample",
        "Kmeans"
       ],
       "index": 0,
       "layout": "IPY_MODEL_5b4b1e7fda154c109dce8b92e3814fcd",
       "style": "IPY_MODEL_e2a0815a9bb6421fb4f777afdae338c6"
      }
     },
     "df1081637b674cae9acba1576077d3d0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "df1267712fa2475f92167f4f73600c19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "df21af2906f44114ada6cd68312f5867": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "df37608b723145a5bdc662296526727f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3c07df4eed79423fbd042af7083929c4",
       "style": "IPY_MODEL_3f51e27a2d4c400aa151130c05462955",
       "value": "<h4 style='margin-top: 5px;margin-bottom: 0px;'>Registered Model</h4>"
      }
     },
     "df3b3f251f3e42e995c763d578b632af": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "df4c9bfbfcba452e907bcc6d5dfe09d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "df574c79588a42d7adf253f2bcd9b37b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7c57c770ce8146bbbdfbd1e3e50692e6"
       ],
       "layout": "IPY_MODEL_44ec2b0f253f46cd806b28baa211b370"
      }
     },
     "df57af832f804b2aae10ce45cd9c02cd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "df591518ebca43aa8a99346792110d72": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "By Weights",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_cd9bbdc318f344a1aa0dfaab50b8d91e",
       "style": "IPY_MODEL_c1f44c66ecd947798fe01aa4fb2c34f2"
      }
     },
     "df59a531df0046b28b07ca016414b8b3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_721562506ac84acb8d1688b85bfc3f28",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_3808fe35cb14498a8d440df101463902",
       "value": 100
      }
     },
     "df61ca3af7be4815ac591acff66aec2f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_70b8b0b37079445f8619eacb6399729e"
       ],
       "layout": "IPY_MODEL_567735267a834538a187423eee20a4da"
      }
     },
     "df6d35edae384a90b625646005a78af8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "df6e7c65f2684233a79b463fc76ae840": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e1d9813e0af64b2d8a4b59fe246d7e52"
      }
     },
     "df7fcad536494713a4d388e243cb2481": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "df98569f8e9a4f669ad55c0a3a02a274": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2a386851387a42b0ae791b49a9a50d3a",
       "style": "IPY_MODEL_98a1a56520b049e297c88cee3abf8436",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>Excluded columns</td><td class='ptd'>['Minority', 'Majority', 'Age >= 62', 'Age < 62']</td></tr><tr class='ptr'><td class='ptd'>Target variable</td><td class='ptd'>Label</td></tr><tr class='ptr'><td class='ptd'>Sample weight</td><td class='ptd'>None</td></tr><tr class='ptr'><td class='ptd'>Task type</td><td class='ptd'>Classification</td></tr><tr class='ptr'><td class='ptd'>Split method</td><td class='ptd'>Random</td></tr><tr class='ptr'><td class='ptd'>Test ratio</td><td class='ptd'>0.2</td></tr><tr class='ptr'><td class='ptd'>Random state</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "df9873a508e84c51947aaa7b277d362a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2b394a884505449fb204a20e8bfabf51"
       ],
       "layout": "IPY_MODEL_5fa937971bde40b38d585a243536d184"
      }
     },
     "df9bdb50b9d9463ca0b8fd15533dc0bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f929b7796f484aecbc0deda88782439b",
       "style": "IPY_MODEL_cbfcb0ca206e4b75917d22ffcc9a645f",
       "value": "reg_lambda:"
      }
     },
     "dfb886dbdfcf48bc8e6c8f3e50726565": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "dfd9989ba11a43c988f0f389c1256912": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_31fabeaf031e4e39ac4885ac3b4b6f8e",
        "IPY_MODEL_c2960833984c4fe18adf737ba49a26c4",
        "IPY_MODEL_a5ab59fd0e2c479595e959a057f2c580"
       ],
       "layout": "IPY_MODEL_b53d063ef6f5493da9421c2477210bf9"
      }
     },
     "dfdcd9e9442d4bcea41bba91e26cf301": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "dffe5c2452d749e891b10c080baacc1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1d343e7b76ad421286cea34f94dbdf62",
       "style": "IPY_MODEL_d903eb9ed1be4a039dadaf8078c85f2b",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "e004212c35bd45438c30d34c570def3b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "e01907d5e43b4a16bcb96b9c7c864029": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e01fab4945be481f8d2b12b59ff182af": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e024942c5f0a470184886e4a6b8bfa85": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e03100fb94f54dd9991e1f010f9d2054": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "IntProgressModel",
      "state": {
       "_dom_classes": [
        "progress-train"
       ],
       "description": "Training GAM:",
       "layout": "IPY_MODEL_122f8c1d193741a99b86984126e4393f",
       "max": 1,
       "style": "IPY_MODEL_599552cb66b24d838c7774c3f04f63e4",
       "value": 1
      }
     },
     "e0431a90840b49a9a6dd9cc9b7b2eba0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e04ad7704b7b4feb8517c7d20ebc5d19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e057cfc7fb9942878b7daa18871cb722": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_197c96e0456543048977644355e0b2b2",
        "IPY_MODEL_9452cf932e19433ea94f5ff5d9f798d9"
       ],
       "layout": "IPY_MODEL_ca63e3dd3ca949acbf9f429846ccc556"
      }
     },
     "e05f0eb7c2b94c72a3bf8932028816d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_9af7fd21a25b4eb1b95023f36e0222a0",
       "style": "IPY_MODEL_4b4cbe4c8ec540a19c964132119ea2d7"
      }
     },
     "e0858d0b2bf143e4b919bd6120fef03e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e09553a229d5491fb39707c2198104e3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e09c63ffd49547bb82535f06594be963": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "45%"
      }
     },
     "e0b34af38af640d0b572b403c84673ef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e0bff9d00481446d856f350813e21034": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e0cb4e24412a49b09841de76f74a8db0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e0d7347df09842cdbba4ef71a0ee6979": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_afac9cb8c04f44a898b532878a107779",
       "style": "IPY_MODEL_4475fc250614416695cd548b803c6770",
       "value": " Early_stop_tol:"
      }
     },
     "e0e249448df54db4985c3ae19920844e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e0e7325719544a0c99287a791608aae1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_642a52e1f85f46d6985e56ce5b4245b4",
       "style": "IPY_MODEL_9df01d6952df47ea97c98380d81bcada",
       "value": "Protected Weight:"
      }
     },
     "e0f6c0ae6ea6400bbbdafd6db3d2e875": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e0f8b1968e684ee390d3dce63b4339d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b6a6758bbc8545d9863a524d4c6968b6",
       "style": "IPY_MODEL_5e0a8e0d47d644578bb129523e494219",
       "value": "<div class='divider'></div>"
      }
     },
     "e110449fa315499a93952fdcab7f2c58": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e11dc44465fb4408be3dc5c48dfbeb14": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_d461f73b209e4466b2f25ba8d62eb2d9",
       "style": "IPY_MODEL_5cd73f30fc7a4523bb92a1f7f92dab4e"
      }
     },
     "e134aad33e1748ca9a31dfb91aac58e0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e13b738179ed44aba08367cc493439c3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e13d9ee9aad740beb8d9134d0436f069": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_84414dbbd5c44a1b9741930c5b08e63b",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_0ecd84544cb14651be3f36a3b2543bf7"
      }
     },
     "e1457b0a47f64f8392c2211a189c7b85": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e1471e59ef5c47ed8af9984896660a26": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_2d2fba0119024bb18479be16605a7a64",
       "style": "IPY_MODEL_26939154d02647e3b22eed20cacfa074",
       "value": "Model name:"
      }
     },
     "e14d6da3d839407985dfaf480c55036c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e154bddd7aa34220b6463f79620a096c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9a5aa6b68f3e41889df5f3d57c4ed1d4",
       "style": "IPY_MODEL_fd97c15723534d5caea392526a94d41c",
       "value": "<p class='notification info'>No group selected</p>"
      }
     },
     "e16d7338394c4c9690447c3fec156bda": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e17f4fa4c5da41289f4fc36ade01f0b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e18a7172ccea4406aa8f8d0c048a05e9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_cbb63ff635a047fea11ec84ee9872cd9"
      }
     },
     "e190c3d1ee3545a6bad0eb94d6ef5596": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3470838ce70f48c9b7c129d8227f4f81",
       "style": "IPY_MODEL_64b7f4166eb14536b6146da1fdb74946",
       "value": "Max_epochs:"
      }
     },
     "e190cc4344b340f581b7d2ba4e240810": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9ac914f56c9f410fba2425c0e326a796",
        "IPY_MODEL_aa0ed7ff27ea4f21a6a2bb950d857c37"
       ],
       "layout": "IPY_MODEL_d870230d647b48319fa7ed6c6bafcdeb"
      }
     },
     "e194e292cdbb4962b9a8fc7c090a8b1c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e1954875e15045c496a7a475ed28da83": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_e72e421e35644421943cfbdf160273b6",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "0fc0d5130a7f4619be324bf432a66fe5",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Model Training Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "e19fa4dc9fb149b0a8e784f94c8683db": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e1a828e998ea45139a505d5c95623508": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e1aeddd211034d8588cc143656e9a7fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e1b0ef077dad479caa6e7229aa4c93c1": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ccdd66bf365f42f1870a82ceb3fe9031",
       "outputs": [
        {
         "ename": "AttributeError",
         "evalue": "'FairnessAPI_solas' object has no attribute 'metrics_cal'",
         "output_type": "error",
         "traceback": [
          "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
          "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
          "File \u001b[1;32mD:\\anaconda\\lib\\site-packages\\ipywidgets\\widgets\\interaction.py:80\u001b[0m, in \u001b[0;36minteractive_output.<locals>.observer\u001b[1;34m(change)\u001b[0m\n\u001b[0;32m     78\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m out:\n\u001b[0;32m     79\u001b[0m     clear_output(wait\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m---> 80\u001b[0m     \u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     81\u001b[0m     show_inline_matplotlib_plots()\n",
          "File \u001b[1;32mpiml\\dashboard\\fairness_panel.py:473\u001b[0m, in \u001b[0;36mpiml.dashboard.fairness_panel.FairnessPanel.metric_panel.get_metric\u001b[1;34m()\u001b[0m\n",
          "\u001b[1;31mAttributeError\u001b[0m: 'FairnessAPI_solas' object has no attribute 'metrics_cal'"
         ]
        }
       ]
      }
     },
     "e1bf0d9138ff4558b002b06693cf0018": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "e1bfb5dcdb984a2d9ce13b6106a832df": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e1cb52202c804f73870173e7987a518d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e1d922429ef24971b948286665782004": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_eb7afcb4c2164fe1ab13573e78b2c600",
        "IPY_MODEL_b0f74e9a55f940d8a1c9a8089b78f951",
        "IPY_MODEL_293ef0f74d0d4be581b7755df93657f4"
       ],
       "layout": "IPY_MODEL_ea2a7e3e9bd7428bae815a85d42da28e"
      }
     },
     "e1d9813e0af64b2d8a4b59fe246d7e52": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e1de0590ea4f4f7d88ad8f0cf11c2b5e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_ff9abb386f8c4610bb28eebd73641a22",
       "style": "IPY_MODEL_8d32388d7c6d4b5192d2398992d2c71a",
       "value": "<h4>Multivariate:</h4>"
      }
     },
     "e1ecbbe9dbbb45c5b74eb69c1b866d79": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e20054dea52543a1ac4d83cf6fbede85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_cd061d557e5a46209599b1e992e48781",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_b24f9cce69aa4847ab0f2b21da4ed97c",
       "value": "[20,20]"
      }
     },
     "e209e3e2e3b1495aae0e2281889e1182": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "e218cedb168543348e860607fdee3bfa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_83f2e508bfb549d6a95da98d40134a21",
        "IPY_MODEL_c96e7f3c4c0f40c4b48bcf9655a4dfdd"
       ],
       "layout": "IPY_MODEL_0b2224ac871f411585e0f170be2b674c"
      }
     },
     "e21b80a2454c46be9df9682598714e67": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e2238da6533d4ebb8364a4820dd78c91": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e22574e22f4e43898188a426c7acbc80": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e3a1a368a812407e998c44551dfcba51",
        "IPY_MODEL_f70d0e68f6ec4ab29d81a5b57729da93"
       ],
       "layout": "IPY_MODEL_fa9afc3845f44874af88477465486711"
      }
     },
     "e22d5e68daf4455cb0904981ef8fe593": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card-with-tab"
       ],
       "children": [
        "IPY_MODEL_f5931fcfd878415fb75c9f6cca7dffcf",
        "IPY_MODEL_f5cf3b6c792b42ac94e444dda9038033",
        "IPY_MODEL_09397d733d634a12bccb0336dffef474"
       ],
       "layout": "IPY_MODEL_18cb566ce1804fc88b6f1da710ecab8b"
      }
     },
     "e250b76544da4d519c14f49774d9fe9a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e2519bb8609440ad859429f325ab4349": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e25368a945a14e56a65bcc5cc66d8abb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e25fb5da4a9042689be5a427389a200f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e26a2f106610452dabfc5fd73c1ebb09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c9636eccbb0c4f58b006558cceea0f93",
        "IPY_MODEL_79a0c93b123644069a9c4f025b6d06c9"
       ],
       "layout": "IPY_MODEL_a503cab7b252463a8ae9fed57640c99b"
      }
     },
     "e274c638927b401e862fac51f04dba45": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e2788f58f08242938c46bbc6e2a4920d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_f015cec67a544faaa7bea4f998b5765c",
        "IPY_MODEL_39cf24a370ed4a9b8fa4ca0a1f126ce6"
       ],
       "layout": "IPY_MODEL_227989e50d524bf1b79385e636c249d9"
      }
     },
     "e27ec896231f4f158a26f373dd733e72": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e2852f7d90e34a1b994c67831fb7705f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "e28c0d0b8d844bc19463058d6dedbb22": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e29dc001eb8943b99ab66de5bcf203ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "e29e78d2b76f4dc380c5a368fbac29c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e2a0815a9bb6421fb4f777afdae338c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e2b4908eca214436aed6f78ebc6d83eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TabModel",
      "state": {
       "_dom_classes": [
        "data-summary-tab"
       ],
       "_titles": {
        "0": "Numerical Attributes",
        "1": "Categorical Attributes"
       },
       "children": [
        "IPY_MODEL_d2f15b0c0fe240f08f9890e65dc7e7cb",
        "IPY_MODEL_053c9229fa5745528fc516b08914574b"
       ],
       "layout": "IPY_MODEL_d6ffb1f5c37f4bc19ce2b0144cb0f672"
      }
     },
     "e2bc09d2a32448e1a0344745308ce668": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_66b4e55a67b34ba684f5bac3f588e3db",
       "placeholder": "Input name",
       "style": "IPY_MODEL_63afc5e5e16247c2a8ce7d5af06b5da1",
       "value": "GLM"
      }
     },
     "e2c58a6437a544679d63b4f74c588f01": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e2ddc42bf881445cb11200e639aafb5b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_cb203f4352044af09ed1e477cca126ca",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_eb22fd38b181406b955c4fcff7c966fb",
       "value": 0.001
      }
     },
     "e2e4822abc624dd9aa80cdab28c4112d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "e2e6c67bfdae4016abd4aa489612c624": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e3061f32766a4e6b95424e0418120d38": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_821e60a7fd7e475499f6e4cd10ee92eb",
       "style": "IPY_MODEL_c94f11c9dff84207ab88dbc362ab07eb",
       "value": "Update Attribute:"
      }
     },
     "e306e50701a8481d8c04965b902a2a80": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e30a6ed6dd874dcc9a370db258341d3a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5bdce47ffc554298a0069030f7e879c8",
       "style": "IPY_MODEL_8ae68b8ad6ff4ddf948cb2710960e95a",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "e339a88236574f26a6eb89960999cd0b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "e33f9acf3dc54d81a1de9c6c63bcf1c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e34ea586ad534b9c86ee9e2ffbe3b279": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "e3513ae6c5204a9db43dee2eeb41e297": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e354537dc9f348a1a7b17ed6a32752bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "card-with-tab"
       ],
       "children": [
        "IPY_MODEL_87ec6b1a0b6145de996a2d1e4687c933",
        "IPY_MODEL_b8ed726d62b944de9e3b03eca8ca083a",
        "IPY_MODEL_200b6a4a6e4a4fb580f38540653b4751"
       ],
       "layout": "IPY_MODEL_703246c2939943568d9d07d710c957ec"
      }
     },
     "e35a778a65da4d569d70b4b768051f2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e35ab0cf24c74292a77ef177d35731fd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "e3784b3987334f06b7782773c5b7dc76": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a59b0bc613734745afac7dc0b989a91b",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 2 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "e3844af2e8914b3dbd050b9e52592c5a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c733de35ccbb406486abdc309d4433b1",
       "style": "IPY_MODEL_dd7296293a914ca9a9ce1cde49f0a416",
       "value": "Max_interaction_bins:"
      }
     },
     "e38bda6a9e59403cb844d750646c4732": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e39bf09ca6d4469582694987267a5f91": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e3a1a368a812407e998c44551dfcba51": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_70eb0699cb7a48688602173f2e42a009"
       ],
       "layout": "IPY_MODEL_0de76b0c5f3440419eb6fbf86d51a9a9"
      }
     },
     "e3b10b0f8caa40cd9520d92d0834f110": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e3be013add0e4990a19326c289600d01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "layout": "IPY_MODEL_32e29b9c3fe1400e9f7382349a0eced5"
      }
     },
     "e3c36633c05b47f2ac0d4cb2913b582a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_0f71a847060940179d0d82921c7f29b2",
       "min": 1,
       "style": "IPY_MODEL_0be7bb568bf04c99bf6b0eb7074f66d6",
       "value": 5
      }
     },
     "e3d112812d004d2883fb65cd7d9abd35": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "99%"
      }
     },
     "e3d39bc194d1499c9fcc3a6bb86564bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_905a06d6c7f44110801bdfa5d3bc062a",
       "style": "IPY_MODEL_27bb919b1fd249e6afa7cb95086ac971",
       "value": "Max_iterations:"
      }
     },
     "e3e02b4e5bb74a68a0d9cd8c0819cae7": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_566c617576064adc8f18f69768b44944",
       "outputs": [
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Group Category</th>\n      <th>Reference Group</th>\n      <th>Protected Group</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Race</td>\n      <td>Majority</td>\n      <td>Minority</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td>Age &gt;= 62</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "  Group Category Reference Group Protected Group\n0           Race        Majority        Minority\n1            Age        Age < 62       Age >= 62"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "e3ec68ee823c47879e1b607d10223fa6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "UPDATE",
       "layout": "IPY_MODEL_b8cf004e823c45009b56166b7c34b2c5",
       "style": "IPY_MODEL_75a7e0765859479cb2f74daae7893112"
      }
     },
     "e3f1e429368747b0a91c71fec829a660": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_c3597504ee1041b2a2fedcc634401f04",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "5359f388d2cc47e0a6df52949bdf646a",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "e3f2c62b714b4bb6ab6376a0dd4bc3c2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e3f39a7a02ec4a578775537f2d935a15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GLM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_d406c82cc3144b57904b6a9032f06cfc",
       "style": "IPY_MODEL_bd776590559e45fba3022d501ba82a71",
       "value": false
      }
     },
     "e3fa11cd32b942df86f91dd5b2694792": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_67cd405e993e42fe9494dacdd1674497",
       "style": "IPY_MODEL_22168c6387544515a983036146eda96d",
       "value": "Feature_increasing:"
      }
     },
     "e3fd829c741346e58fdf9033ecf2d91f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "e3ff896c46204db0b82a23aeb1eb1589": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e40971b7a985428186665c0f67e1c2ae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "e40d2cb51176408894722c7beba2782a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b62d7ac7665f4a72834b592f8daa42b2",
        "IPY_MODEL_d398313a081e4bb5ae445af9c79ff32b",
        "IPY_MODEL_f46f293a56f044e0a5f433d8cb9b095b",
        "IPY_MODEL_69de08b886b9478ca4ac47ce3653a801",
        "IPY_MODEL_e3844af2e8914b3dbd050b9e52592c5a",
        "IPY_MODEL_351147870e5e43d782ca98fa3d197d44",
        "IPY_MODEL_ad74737e16d346a0b6ede2c0b7cae210",
        "IPY_MODEL_144f7dc8434d4f018da463fa133bc392",
        "IPY_MODEL_c7f67e7b4662481b8b7063e0d8d48681"
       ],
       "layout": "IPY_MODEL_3ec8e70df4eb468d9ce948704fcb877f"
      }
     },
     "e4104ca803194203b4499c1221734dad": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e45568c70896448d9068ffebce4273ec": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_82834fce4c9f452aa587c426d1dccfe8",
       "min": 1,
       "style": "IPY_MODEL_5bad38ae1e004bdf94de596ed07d5cb0",
       "value": 5
      }
     },
     "e45b88a8688e4f53975d1ce1271ed922": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e490c838108f4a738ddfb2e9ad053956": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e4a47226964743319e9f8edd52774dd9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e4a4f906744a42dbb764cd035dd9c627": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e4ae4e5f25e6473c91bbc15c0d536516": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_59795cb5b99f4c58853274b29a576534"
       ],
       "layout": "IPY_MODEL_d7e705b980944e499f84781b034aa825"
      }
     },
     "e4be78ed0ee14e55a9601329fa289c54": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5f5fa092a62d4bc993148926c2217424",
        "IPY_MODEL_eb8ccb637e804787b63a682a686deeb1"
       ],
       "layout": "IPY_MODEL_d82f6a71136b4ec182f6f98bfd486f44"
      }
     },
     "e4c6acf287f94de6a76a0cc90a3ce7b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_9370de574a71466697c9a062861fd823",
       "style": "IPY_MODEL_e0b34af38af640d0b572b403c84673ef"
      }
     },
     "e4ce777395084f0e983d59c2c6593e7b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e4d0f16c253c475ea4313d032aeaadaa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9367a9a9d8184257bbf2e8ec511c087d"
       ],
       "layout": "IPY_MODEL_efbdb0664d7c43d795a9f369d31824ee"
      }
     },
     "e4f395c5f8614fa092ad9b94e926e9bd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e4fa142dfce149ada7a653df546320fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e5062d52067643fbb6e4610d01a8cfc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e50f024c7c19410ea43487ef4391ad16": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e528cdffafc94328a10675e8b7fb9bbd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_5382b7f1f0cb46999a724f371d5089b4",
        "IPY_MODEL_bfbee27d15ed43808692a97fe43038ef"
       ],
       "layout": "IPY_MODEL_d8692396a55744699db0031dfff21dc2"
      }
     },
     "e52a33dc4a234b968a9ee14ebe8f50b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e52db44a0af8462b8f8d99274cb94bf1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model",
        "XGB2"
       ],
       "index": 1,
       "layout": "IPY_MODEL_f00dc516f420465f979e733552f7306c",
       "style": "IPY_MODEL_c8519d13060d4858928c82482fa03b95"
      }
     },
     "e52fcc24f8a04f099f841e23b7f83ebc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "e542745528d0495380eb6c91a62b3bbc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_40c068edec93433c83331a3dc6abbdac",
       "style": "IPY_MODEL_91ce20b1acd44e5fb3f6601a42456192",
       "value": "<div class='divider'></div>"
      }
     },
     "e5444db9dfc44eebb0c5af2ba6c33503": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "e55d91c8373048b09dcac52ec0aadc63": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e55e0a22ff0e4f6e844a8f175ed4153e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e570dfeb2c5348b0a93fc1106ceb05b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e57b85616c514b2a87df0169f828289a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e585fffd052c4d6dba82051fd247a73f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "e5968ecb6b0741d781c33927ad7cdf1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Original Scale",
       "disabled": true,
       "indent": false,
       "layout": "IPY_MODEL_abe6580ac265466f9a8121f30973635f",
       "style": "IPY_MODEL_7e8e2540018e4a3781408878f7a21b33",
       "value": true
      }
     },
     "e597a5c3ec4d4f2ab774ed5d2853d73a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e59cd2c416544d7b95da5f0ab0a45455": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "e59e6895273d473285510d325c4ffadc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_df6d35edae384a90b625646005a78af8",
       "style": "IPY_MODEL_b0d11a34004c401b9e45e17e52a8071c",
       "value": "<div class='divider'></div>"
      }
     },
     "e5a074d3fd0e42f78f1a433aeebec18b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e5b6a212cf50419d9e7ec68992076a76": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e5bd7a32c6924ddda2274dcc4cdce8a0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "e5c6f76735d943b4ab6e71c4f81343bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e5cf825fea0e4afbb84c8c0fe1b80829": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e5d273f8bf594548845998c7713154b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e5d5bd5392ca49609e18b9169690fc44": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ProgressStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e605c2dae9a14e01864a99a5f0bbce6a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e60ef36dd774401783580410c50f2b37": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e611b736bbe840ca95f674d650d104ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f3036b6ddb5840c7b6f84498894ca9e2",
       "style": "IPY_MODEL_a3bcf019ee8b41eeb02570cda494883e",
       "value": "Learning_rate:"
      }
     },
     "e6241ea252574716947455de57fc245f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "e62ffc9a481844ee900df6b10e999494": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e63b785a70714bf69157335925352985": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e6415eb3b04640eaad245f65a62c7d9d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e65ee02cccc4430ebd578001d42fb0b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "e66499f5b1a84849b5df2d1261b332fa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c1ba777f54b14bf5a47a1179d7e07e0a",
       "style": "IPY_MODEL_eb55b1e474da471e9f274c690f2edfc6",
       "value": "Model name:"
      }
     },
     "e679a48d469a43ffb6f401478bf0d0cb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "visibility": "hidden"
      }
     },
     "e6868399af4b4839a89815f2557dbdf7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e6975f856f9344398c42a4bf4a8e2d75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_90ab1f22c76a455bb5c3981cab3d87a3",
       "step": null,
       "style": "IPY_MODEL_999e36e38a694a63b85b580a4517dd03"
      }
     },
     "e69a2c7bec7343d7aeef02b5ef35dedf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "130px"
      }
     },
     "e6a78d9f702344e99ae9927a536ec619": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model"
       ],
       "description": "Model Name:",
       "index": 0,
       "layout": "IPY_MODEL_97767f0395c147139007760f5fedf715",
       "style": "IPY_MODEL_3fdcafe3028e4955ad57112fe41bb60b"
      }
     },
     "e6bbde1abe144512945298be0284c241": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e6bc9440ef544293bd7ebda0817ffe91": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GAMI-Net",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_15f81083b0b442f7bc03f72ed2506148",
       "style": "IPY_MODEL_8e65520bef4846e78bdf8478389bf044",
       "value": false
      }
     },
     "e6be04fd4aa2491f90b961575b669fc4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e6d0ad9a4a954e48a9510e1861791f81": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_77b2d524bec0467a9f53bbcfd9ca08ab",
        "IPY_MODEL_71f0caa550c943c8befa1979d9b57b8c",
        "IPY_MODEL_ca2c41c0f95e41d38348616c0c98e773",
        "IPY_MODEL_d3158b121bd4441993ba5b7303b2d272",
        "IPY_MODEL_34372bf34d3540cba81f1330b6962c7b",
        "IPY_MODEL_f93442b36a764908b6d935cd6957133e",
        "IPY_MODEL_eb4e75d2d2034e39810e1d87fd1a0fce",
        "IPY_MODEL_423132607cdf4ac2aa33141ff0de3be9",
        "IPY_MODEL_b2f6df97263d4ef09538c182f7594e53"
       ],
       "layout": "IPY_MODEL_68b00e75d85c4d4599a8a5f3048e36c8"
      }
     },
     "e6ddb0180bf049f08b195de004154b6e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e6de807919f744d693789961ccb87a76": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1ae9a5b6ec0141d9a258c7bb76099c63",
        "IPY_MODEL_9a71022d29ca4e819e78f36462137333",
        "IPY_MODEL_0078f1e290c54b39bfd609ef239ec66a",
        "IPY_MODEL_febcafc3c1c84ae28f3c35f9fcee1c8b"
       ],
       "layout": "IPY_MODEL_e6241ea252574716947455de57fc245f"
      }
     },
     "e6ef6e177aa3444f897f5e94b0848e4c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e6f6889063c84f46bc2691f8eb5cc3b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e6ff3018b2e14e6b8600e76c3c80ff4b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "e7005a7624714418a1e04ab4067ba98f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4a666ed4f28d4cac9ffb0017b5f8c065",
       "style": "IPY_MODEL_ca3c5e91498f404282d78553a55a36e5",
       "value": "<div class='divider'></div>"
      }
     },
     "e706981837124f41b5abb97b97dc7a68": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e70f02a2b5754572beb2503da5714596": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "GLM",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_fd911dc324084971b321d829e0f4b4a2",
       "style": "IPY_MODEL_cd7597381d0541deb0afa289a2f52003",
       "value": false
      }
     },
     "e70ff42945c944af8885de0b987ab8ce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_661ad70eabcc470dbb69c8f90a6b37bd",
       "style": "IPY_MODEL_0e762edc237843a8a219de5f4e9cb6ff",
       "value": "Max_iterations:"
      }
     },
     "e710db9a95954d96b79d3395dc778172": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e71f3f5583a14017ad07003370ffdfec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e7299129f0fe486ca79157b42746eed7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "e72e421e35644421943cfbdf160273b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e7367c0f549e46efb3936a58051182bc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1bf0fc0be14f4904b4cac265331bebaa",
       "style": "IPY_MODEL_c614c4f2e55c45d5a456c582e6db0cd7",
       "value": "Protected:"
      }
     },
     "e73abec4afbe4ff5a1fa6e16b28c9541": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "FloatRangeSliderModel",
      "state": {
       "_model_name": "FloatRangeSliderModel",
       "_view_name": "FloatRangeSliderView",
       "layout": "IPY_MODEL_351d987498834a658791f85ad1f1f602",
       "readout": false,
       "step": 0.1,
       "style": "IPY_MODEL_c0146b7d98ab4d5780b798ea7d79436c",
       "value": [
        25,
        75
       ]
      }
     },
     "e740a185fcf34affa07eaa190d6ce4b9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e743f6795cc14ac4803841933321951e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e762146946584adda4cfce5515597b5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "e7668a6427404232aa58fd3fe0da529b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e7678841457e4970aaa9688ac38c2869": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_558eb00f76664453bec70ff016fb14f8",
        "IPY_MODEL_11e62cbf794d4914a25c29804ea692d7"
       ],
       "layout": "IPY_MODEL_393d7655922b4a99aa12f5ddc55a254a"
      }
     },
     "e76b86d2eeb04b12a2339e124972f939": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e77bbe9cb28049f3bcaa82223a681112": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e77df12546d54c42aa966c02a34f2f82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Original Scale",
       "disabled": true,
       "indent": false,
       "layout": "IPY_MODEL_d7263afb0c25454d9f50d31cf66e5b4b",
       "style": "IPY_MODEL_3afa2cfb26dc43569ca91a3f22563a29",
       "value": true
      }
     },
     "e785dea283404021b44225ad4458a90d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e79adccfbb024dba9dbc5d7a14829956": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e7a14b451c5f4b4ea28b5c6ed4ab9010": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden",
       "width": "auto"
      }
     },
     "e7a69a5cc7314e209f5873cd1e9c5063": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b068acb0524d4874bae776bb1d25cee7",
        "IPY_MODEL_732459f535204472b02186fb4525af96"
       ],
       "layout": "IPY_MODEL_393430a132ee4d14b34815c34cbe5a4a"
      }
     },
     "e7aae76b71a84e65b0e3cb7980237484": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e7ab9c7520ec4955ac2eb538bf383a52": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e7b44c35d7854a6ebedb630331770666": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "e7b45bb4717544b6b63d7ef07f620765": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e7c385ebca1a4777ad3e2f44c35fdfd0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e7c46d68349f4fd9bf2f28a56f16e9e1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e110449fa315499a93952fdcab7f2c58",
       "style": "IPY_MODEL_9fbde83c5e654185a21044757a7c03ad",
       "value": "<h4>Bivariate:</h4>"
      }
     },
     "e7d1093d7e81438fa8e26c80e74fba9c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e7d34a0161f440238deed53c16006385": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_602e6f22e2344883b7ea00aabc475fa1",
       "style": "IPY_MODEL_bc8120e2d81a4d59850616c2793bdae9",
       "value": "Feature_decreasing:"
      }
     },
     "e7da846561b84eab9ffd52ef6807acf8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "e80401151694401db87225b7bbf719f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0e2219fed6bf4240ae30596449b0951a"
       ],
       "layout": "IPY_MODEL_5e27a353d04f41bda3609ad136e79419"
      }
     },
     "e80f276f37424b1b99cb5e83aaf9b524": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e81b23bba28644239392a77a3ce072e1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "e82427201b574251a00421b84c16b5bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_904ddd7c499245f2a7af2d744ec17650",
       "max": 10,
       "step": null,
       "style": "IPY_MODEL_ba889d879d004f97993b763647c2db5e"
      }
     },
     "e82db4d285094807a03a3571e8f2bbd3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e8369691bdec49f4ad1ce320f0bc4c0e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c3fb8ec5b9854f9b9a940d264e1feb65",
       "style": "IPY_MODEL_108761ae1087407e9ff54f087e7908d8",
       "value": "Max_epochs:"
      }
     },
     "e849758263b345d7b993aafa48fed616": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "e8565ec5d2a7441fb1710457abb9249a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e8568d3cbf9c45c9890ca02a7ec3a9cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e8593819cd394d80b3cdf7fa710de952": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_86c0007e055a4eab8f612d7d837a4e05",
       "style": "IPY_MODEL_bf53f969cd4e4afeb1273580695e8290",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "e85fbabb51df4b58b02fd9ffcd4f181d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e8616e02f497489dba122a00653a211e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "e870f3f07f0545cdb3843bcb82670966": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e8743c39f1e94f71856ef001a2b69675": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e87a7c4491e745cd9808d19f22465e66": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e885220d461f4e4c80de5881761c81bf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_38bbb0d4761d4b39898f314606aa28bf",
        "IPY_MODEL_951bfb266f524fc9ab43ecb4512e6cae"
       ],
       "layout": "IPY_MODEL_1ee882f38dc944e5b6d57a1f0f407368"
      }
     },
     "e886bd64744e43afa3e81311869189f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e89346d6f0be4747a6c4cd138b55b97f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "e8a46556c57346cfbd326cddb47269f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6f35729cfa8e45218239c61709381ae2",
       "style": "IPY_MODEL_6c73135d29c6447aa21cdcd90d1ac42d",
       "value": "<div class='divider'></div>"
      }
     },
     "e8a985ecbade4b0a8952c26276639579": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "e8acae17e327400f81c78c6f361d722f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_11ca4e4c9aca42ec8843c7d48fd3e367",
       "style": "IPY_MODEL_bb92cd32d238432c92da137c69628433",
       "value": "Feature_increasing:"
      }
     },
     "e8b67f87a9554244b1b7e597806b55c4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e8b6e3782d9e41438d1d6dd1e5ebf40c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_6ca328a2ac1f43e289c1027468487bdc",
        "IPY_MODEL_65f8d27f9cf343ca8b89ce62d9af545b",
        "IPY_MODEL_f56fc6eba1a64a238edb0e02fe5bae1a",
        "IPY_MODEL_b53d2335686643b0918cf694cda2b2d1",
        "IPY_MODEL_a93c3ba80cb14aa28ee2d3900fc9ed8a",
        "IPY_MODEL_80de5dcd08aa45f1b835afad8c2b113a",
        "IPY_MODEL_9ee053aaedf14d43b1886a26f763d51b",
        "IPY_MODEL_510a9dc3272e41a4920b0304b6ec2de4"
       ],
       "layout": "IPY_MODEL_a8b339051ac140889a48623c0c33b662"
      }
     },
     "e8c435ab2fe44da286c8e511298ef807": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e8ca7b681f4b492e94c597fd4b5fb694": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_aa4d3c3ab76842cfb5b147dc3517ce98",
       "style": "IPY_MODEL_45b02c8c97164579813f4ab333fb9cfb",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "e8d304322ad949af8c533d70806b50be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_65522a7391c54294a0528998445abffa",
       "style": "IPY_MODEL_8c52adebd40844a8a98b1622b78dbb72"
      }
     },
     "e8d516aef9c743fd9f87f89ee69e3863": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e8dbceb8a1b245afa2c467d96034fcab": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e8de6f96bf5449b68dda01bff1729373": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_aa5984eb14cc416cb14c8db00f4845dd",
       "placeholder": "Input name",
       "style": "IPY_MODEL_c3fbd567ddca4ed5982017291445f92a",
       "value": "GAMI-Net"
      }
     },
     "e8e1e25840f84f809668b16bb26a5471": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e8e89a9d10734ed99cebf66d5c7db765": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e8f840d272e54af19662f65a0a04cfae": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "e8fb7aa8d02d44468759ce24188e2a02": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e8fcdc6c4ec5435788e842645d951b69": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "auto"
      }
     },
     "e902fd439bd1418cbb5030f3df44a7ae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_68c3d8fe2c18445bbfc5b04f21926c6e",
       "style": "IPY_MODEL_c9dc64c1905d485fb49906a69951544a",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "e90aab12385c46c78c52614bec651da0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e5b6a212cf50419d9e7ec68992076a76",
       "style": "IPY_MODEL_624b4680e9a04eb990866bfdf2d69264",
       "value": "<div style='margin-top: 5px'></div>"
      }
     },
     "e90d736769bb4f24af0d10707f1c1694": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e92f75c260254a0abee2ecd48366b704": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "e946ce953a7e431db0fddd46da5081d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TabModel",
      "state": {
       "_dom_classes": [
        "data-summary-tab"
       ],
       "_titles": {
        "0": "Numerical Attributes",
        "1": "Categorical Attributes"
       },
       "children": [
        "IPY_MODEL_e3f1e429368747b0a91c71fec829a660",
        "IPY_MODEL_21eb8555108d4d16a3581768c8fcc53c"
       ],
       "layout": "IPY_MODEL_326aeff0895e481392eb5e2bfb8d6953"
      }
     },
     "e94e5cd55d584cc7889715727d7f09b8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e95086fd41a740559fd12e9f4bd3b6bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "e950c9d3ed4d48c595dd78f547c75c59": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_086cfe317235432ca139ae45a2ef5978",
       "style": "IPY_MODEL_237460a5ca244e009c72749bef5f3603",
       "value": 3
      }
     },
     "e9537328001047378c80c317edec5201": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "justify_content": "space-between",
       "width": "100%"
      }
     },
     "e964a501f7ac4bb09cbc1b7b04c3cbe1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e966d0498a2d4f7296def82ee12523c8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e9721d4d30744975a74ccba9fb96419e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "e97a8d6f5a414a35b20e976604b50566": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e97ea1809e6f41d0b6b0bf193d1a41c9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a4c4e6dcc50443a1911ac345878592d6"
       ],
       "layout": "IPY_MODEL_3092a526ca074f09b5fedb877e53e97e"
      }
     },
     "e9883ae015a44ba696aa7a1cad07292d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dd18d96049ff4d25894ad5cdaa44fd8f",
       "style": "IPY_MODEL_97490a0bb33b409ca52f88ef6b13fe8b",
       "value": "Subnet2_size:"
      }
     },
     "e997444463a9460c9c57c9f2494a1440": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_825ec199ae754ea08750e0e0f27fc922",
       "placeholder": "1e-3, 1e-3, 1e-4",
       "style": "IPY_MODEL_fa51990013df4f6abf699e5124aef615",
       "value": "1e-3, 1e-3, 1e-4"
      }
     },
     "e997a35c470849bcbcda6b01a3d4ceda": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e9a3860a6daa4081878e3c6b45001694": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e9b9b3ff96964bfc899dc5e3731c667d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "e9c7d9d119cf42a0992b0969e9d07537": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_8f0a86391b5c435c840fec92d41027ff",
       "outputs": [
        {
         "data": {
          "image/svg+xml": "<svg class=\"main-svg\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"900\" height=\"450\" style=\"\" viewBox=\"0 0 900 450\"><rect x=\"0\" y=\"0\" width=\"900\" height=\"450\" style=\"fill: rgb(255, 255, 255); fill-opacity: 1;\"/><defs id=\"defs-a0f6ce\"><g class=\"clips\"><clipPath id=\"clipa0f6cexyplot\" class=\"plotclip\"><rect width=\"294.3\" height=\"270\"/></clipPath><clipPath id=\"clipa0f6cex2y2plot\" class=\"plotclip\"><rect width=\"294.29999999999995\" height=\"270\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cex\"><rect x=\"91\" y=\"0\" width=\"294.3\" height=\"450\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cey\"><rect x=\"0\" y=\"100\" width=\"900\" height=\"270\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cexy\"><rect x=\"91\" y=\"100\" width=\"294.3\" height=\"270\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cey2\"><rect x=\"0\" y=\"100\" width=\"900\" height=\"270\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cexy2\"><rect x=\"91\" y=\"100\" width=\"294.3\" height=\"270\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cex2\"><rect x=\"450.70000000000005\" y=\"0\" width=\"294.29999999999995\" height=\"450\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cex2y\"><rect x=\"450.70000000000005\" y=\"100\" width=\"294.29999999999995\" height=\"270\"/></clipPath><clipPath class=\"axesclip\" id=\"clipa0f6cex2y2\"><rect x=\"450.70000000000005\" y=\"100\" width=\"294.29999999999995\" height=\"270\"/></clipPath></g><g class=\"gradients\"/><g class=\"patterns\"/></defs><g class=\"bglayer\"><rect class=\"bg\" x=\"91\" y=\"100\" width=\"294.3\" height=\"270\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/><rect class=\"bg\" x=\"450.70000000000005\" y=\"100\" width=\"294.29999999999995\" height=\"270\" style=\"fill: rgb(229, 236, 246); fill-opacity: 1; stroke-width: 0;\"/></g><g class=\"layer-below\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"cartesianlayer\"><g class=\"subplot xy\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"minor-gridlayer\"><g class=\"x\"/><g class=\"y\"/></g><g class=\"gridlayer\"><g class=\"x\"><path class=\"xgrid crisp\" transform=\"translate(202.17000000000002,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"xgrid crisp\" transform=\"translate(313.34000000000003,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g><g class=\"y\"/></g><g class=\"zerolinelayer\"><path class=\"xzl zl crisp\" transform=\"translate(91,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 2px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(91,100)\" clip-path=\"url(#clipa0f6cexyplot)\"><g class=\"barlayer mlayer\"><g class=\"trace bars\" style=\"opacity: 1;\"><g class=\"points\"><g class=\"point\"><path d=\"M0,263.04V249.43H279.58V263.04Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(265.7912395833333,258.51800000000003)scale(0.5073333333333342)\">12.575</text></g><g class=\"point\"><path d=\"M0,246.03V232.42H37.61V246.03Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(25.75544791666665,241.508)scale(0.5073333333333342)\">1.692</text></g><g class=\"point\"><path d=\"M0,229.01V215.4H81.51V229.01Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(69.65544791666669,224.48799999999997)scale(0.5073333333333323)\">3.666</text></g><g class=\"point\"><path d=\"M0,212V198.38H51.54V212Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(39.6738125,207.476)scale(0.5080000000000003)\">2.318</text></g><g class=\"point\"><path d=\"M0,194.98V181.37H46.58V194.98Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(34.72544791666668,190.458)scale(0.5073333333333323)\">2.095</text></g><g class=\"point\"><path d=\"M0,177.97V164.35H47.89V177.97Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(35.841249999999995,173.446)scale(0.5080000000000003)\">2.154</text></g><g class=\"point\"><path d=\"M0,160.95V147.34H122.2V160.95Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(110.34544791666669,156.42799999999997)scale(0.5073333333333323)\">5.496</text></g><g class=\"point\"><path d=\"M0,143.93V130.32H36.88V143.93Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(25.025447916666653,139.40800000000002)scale(0.5073333333333342)\">1.659</text></g><g class=\"point\"><path d=\"M0,126.92V113.3H56.36V126.92Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(44.49381249999999,122.396)scale(0.5080000000000003)\">2.535</text></g><g class=\"point\"><path d=\"M0,109.9V96.29H61.61V109.9Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(49.75544791666667,105.378)scale(0.5073333333333333)\">2.771</text></g><g class=\"point\"><path d=\"M0,92.89V79.27H43.53V92.89Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(31.663812499999995,88.366)scale(0.5080000000000003)\">1.958</text></g><g class=\"point\"><path d=\"M0,75.87V62.26H61.54V75.87Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(49.68544791666666,71.348)scale(0.5073333333333337)\">2.768</text></g><g class=\"point\"><path d=\"M0,58.85V45.24H44.28V58.85Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(32.42544791666667,54.328)scale(0.5073333333333333)\">1.991</text></g><g class=\"point\"><path d=\"M0,41.84V28.23H46.7V41.84Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(34.845447916666664,37.318000000000005)scale(0.5073333333333335)\">2.100</text></g><g class=\"point\"><path d=\"M0,24.82V11.21H57.98V24.82Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(255, 255, 255); fill-opacity: 1; white-space: pre;\" transform=\"translate(46.125447916666666,20.298000000000002)scale(0.5073333333333333)\">2.608</text></g></g></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><path class=\"ylines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" transform=\"translate(91,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">0</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(202.17000000000002,0)\">5</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(313.34000000000003,0)\">10</text></g></g><g class=\"yaxislayer-above\"><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,356.24)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 1 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,339.22)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 2 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,322.21000000000004)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 3 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,305.19)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 4 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,288.16999999999996)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 5 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,271.15999999999997)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 6 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,254.14)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 7 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,237.13)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 8 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,220.11)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 9 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,203.1)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 10 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,186.07999999999998)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 11 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,169.06)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 12 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,152.05)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 13 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,135.03)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 14 </text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"90\" y=\"4.199999999999999\" transform=\"translate(0,118.02)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 15 </text></g></g><g class=\"overaxes-above\"/></g><g class=\"subplot x2y2\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"minor-gridlayer\"><g class=\"x2\"/><g class=\"y2\"/></g><g class=\"gridlayer\"><g class=\"x2\"><path class=\"x2grid crisp\" transform=\"translate(517.86,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(585.01,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(652.1700000000001,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(719.32,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 1px;\"/></g><g class=\"y2\"/></g><g class=\"zerolinelayer\"><path class=\"x2zl zl crisp\" transform=\"translate(450.70000000000005,0)\" d=\"M0,100v270\" style=\"stroke: rgb(255, 255, 255); stroke-opacity: 1; stroke-width: 2px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(450.70000000000005,100)\" clip-path=\"url(#clipa0f6cex2y2plot)\"><g class=\"barlayer mlayer\"><g class=\"trace bars\" style=\"opacity: 1;\"><g class=\"points\"><g class=\"point\"><path d=\"M0,263.04V249.43H0V263.04Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M0,246.03V232.42H279.58V246.03Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(267.7254479166666,241.508)scale(0.5073333333333342)\">2.082</text></g><g class=\"point\"><path d=\"M0,229.01V215.4H151.06V229.01Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(139.20544791666669,224.48799999999997)scale(0.5073333333333323)\">1.125</text></g><g class=\"point\"><path d=\"M0,212V198.38H110.48V212Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(98.6138125,207.476)scale(0.5080000000000003)\">0.823</text></g><g class=\"point\"><path d=\"M0,194.98V181.37H135.52V194.98Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(123.6654479166667,190.458)scale(0.5073333333333323)\">1.009</text></g><g class=\"point\"><path d=\"M0,177.97V164.35H139.41V177.97Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(127.54381249999999,173.446)scale(0.5080000000000003)\">1.038</text></g><g class=\"point\"><path d=\"M0,160.95V147.34H0V160.95Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g><g class=\"point\"><path d=\"M0,143.93V130.32H192.21V143.93Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(180.35544791666666,139.40800000000002)scale(0.5073333333333342)\">1.431</text></g><g class=\"point\"><path d=\"M0,126.92V113.3H150.16V126.92Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(138.2938125,122.396)scale(0.5080000000000003)\">1.118</text></g><g class=\"point\"><path d=\"M0,109.9V96.29H94.7V109.9Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(82.84544791666667,105.378)scale(0.5073333333333333)\">0.705</text></g><g class=\"point\"><path d=\"M0,92.89V79.27H134.56V92.89Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(122.69381249999999,88.366)scale(0.5080000000000003)\">1.002</text></g><g class=\"point\"><path d=\"M0,75.87V62.26H144.87V75.87Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(133.01544791666666,71.348)scale(0.5073333333333337)\">1.079</text></g><g class=\"point\"><path d=\"M0,58.85V45.24H128.84V58.85Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(116.98544791666667,54.328)scale(0.5073333333333333)\">0.959</text></g><g class=\"point\"><path d=\"M0,41.84V28.23H127.02V41.84Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(115.16544791666666,37.318000000000005)scale(0.5073333333333335)\">0.946</text></g><g class=\"point\"><path d=\"M0,24.82V11.21H139.25V24.82Z\" style=\"vector-effect: non-scaling-stroke; opacity: 1; stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/><text class=\"bartext bartext-inside\" text-anchor=\"middle\" data-notex=\"1\" x=\"0\" y=\"0\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(68, 68, 68); fill-opacity: 1; white-space: pre;\" transform=\"translate(127.39544791666667,20.298000000000002)scale(0.5073333333333333)\">1.037</text></g></g></g></g><g class=\"scatterlayer mlayer\"><g class=\"trace scatter trace0b65d2\" style=\"stroke-miterlimit: 2; opacity: 1;\"><g class=\"fills\"/><g class=\"errorbars\"/><g class=\"lines\"/><g class=\"points\"/><g class=\"text\"/></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><path class=\"ylines-above crisp\" d=\"M0,0\" style=\"fill: none;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" transform=\"translate(450.70000000000005,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">0</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(517.86,0)\">0.5</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(585.01,0)\">1</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(652.1700000000001,0)\">1.5</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"383\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(719.32,0)\">2</text></g></g><g class=\"yaxislayer-above\"><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,356.24)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 1 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,339.22)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 2 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,322.21000000000004)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 3 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,305.19)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 4 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,288.16999999999996)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 5 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,271.15999999999997)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 6 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,254.14)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 7 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,237.13)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 8 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,220.11)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 9 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,203.1)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 10 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,186.07999999999998)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 11 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,169.06)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 12 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,152.05)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 13 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,135.03)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 14 </text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"449.70000000000005\" y=\"4.199999999999999\" transform=\"translate(0,118.02)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Segment 15 </text></g></g><g class=\"overaxes-above\"/></g></g><g class=\"polarlayer\"/><g class=\"smithlayer\"/><g class=\"ternarylayer\"/><g class=\"geolayer\"/><g class=\"funnelarealayer\"/><g class=\"pielayer\"/><g class=\"iciclelayer\"/><g class=\"treemaplayer\"/><g class=\"sunburstlayer\"/><g class=\"glimages\"/><defs id=\"topdefs-a0f6ce\"><g class=\"clips\"/><clipPath id=\"legenda0f6ce\"><rect width=\"130\" height=\"86\" x=\"0\" y=\"0\"/></clipPath></defs><g class=\"layer-above\"><g class=\"imagelayer\"/><g class=\"shapelayer\"><path data-index=\"0\" fill-rule=\"evenodd\" d=\"M108.78999999999999,369L108.78999999999999,101\" clip-path=\"url(#clipa0f6cexy)\" style=\"opacity: 1; stroke: rgb(0, 0, 0); stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-dasharray: 3px, 3px; stroke-width: 2px;\"/><path data-index=\"1\" fill-rule=\"evenodd\" d=\"M558.1500000000001,369L558.1500000000001,101\" clip-path=\"url(#clipa0f6cex2y2)\" style=\"opacity: 1; stroke: rgb(0, 0, 0); stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-dasharray: 3px, 3px; stroke-width: 2px;\"/></g></g><g class=\"infolayer\"><g class=\"legend\" pointer-events=\"all\" transform=\"translate(758.08,100)\"><rect class=\"bg\" shape-rendering=\"crispEdges\" style=\"stroke: rgb(68, 68, 68); stroke-opacity: 1; fill: rgb(255, 255, 255); fill-opacity: 1; stroke-width: 0px;\" width=\"130\" height=\"86\" x=\"0\" y=\"0\"/><g class=\"scrollbox\" transform=\"\" clip-path=\"url(#legenda0f6ce)\"><text class=\"legendtitletext\" text-anchor=\"start\" x=\"2\" y=\"18.2\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Legend</text><g class=\"groups\"><g class=\"traces\" transform=\"translate(0,32.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Minority</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"/><g class=\"legendsymbols\"><g class=\"legendpoints\"><path class=\"legendundefined\" d=\"M6,6H-6V-6H6Z\" transform=\"translate(20,0)\" style=\"stroke-width: 0.5px; fill: rgb(78, 121, 167); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"124.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g><g class=\"traces\" transform=\"translate(0,51.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Age >= 62</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"/><g class=\"legendsymbols\"><g class=\"legendpoints\"><path class=\"legendundefined\" d=\"M6,6H-6V-6H6Z\" transform=\"translate(20,0)\" style=\"stroke-width: 0.5px; fill: rgb(242, 142, 45); fill-opacity: 1; stroke: rgb(229, 236, 246); stroke-opacity: 1;\"/></g></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"124.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g><g class=\"traces\" transform=\"translate(0,70.7)\" style=\"opacity: 1;\"><text class=\"legendtext\" text-anchor=\"start\" x=\"40\" y=\"4.680000000000001\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">AIR Threshold</text><g class=\"layers\" style=\"opacity: 1;\"><g class=\"legendfill\"/><g class=\"legendlines\"><path class=\"js-line\" d=\"M5,0h30\" style=\"fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 2px;\"/></g><g class=\"legendsymbols\"><g class=\"legendpoints\"/></g></g><rect class=\"legendtoggle\" x=\"0\" y=\"-9.5\" width=\"124.984375\" height=\"19\" style=\"fill: rgb(0, 0, 0); fill-opacity: 0;\"/></g></g></g><rect class=\"scrollbar\" rx=\"20\" ry=\"3\" width=\"0\" height=\"0\" style=\"fill: rgb(128, 139, 164); fill-opacity: 1;\" x=\"0\" y=\"0\"/></g><g class=\"g-gtitle\"><text class=\"gtitle\" x=\"45\" y=\"50\" text-anchor=\"start\" dy=\"0em\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 17px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Segmented Adverse Impact Ratio</text></g><g class=\"g-xtitle\"/><g class=\"g-x2title\"/><g class=\"g-ytitle\"/><g class=\"g-y2title\"/><g class=\"annotation\" data-index=\"0\" style=\"opacity: 1;\"><g class=\"annotation-text-g\" transform=\"rotate(0,238.15,88.5)\"><g class=\"cursor-pointer\" transform=\"translate(204,77)\"><rect class=\"bg\" x=\"0.5\" y=\"0.5\" width=\"68\" height=\"22\" style=\"stroke-width: 1px; stroke: rgb(0, 0, 0); stroke-opacity: 0; fill: rgb(0, 0, 0); fill-opacity: 0;\"/><text class=\"annotation-text\" text-anchor=\"middle\" x=\"34.3125\" y=\"18\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 16px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Minority</text></g></g></g><g class=\"annotation\" data-index=\"1\" style=\"opacity: 1;\"><g class=\"annotation-text-g\" transform=\"rotate(0,597.85,88.5)\"><g class=\"cursor-pointer\" transform=\"translate(552,77)\"><rect class=\"bg\" x=\"0.5\" y=\"0.5\" width=\"91\" height=\"22\" style=\"stroke-width: 1px; stroke: rgb(0, 0, 0); stroke-opacity: 0; fill: rgb(0, 0, 0); fill-opacity: 0;\"/><text class=\"annotation-text\" text-anchor=\"middle\" x=\"46.109375\" y=\"18\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 16px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;\">Age >= 62</text></g></g></g></g></svg>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th>Group Category</th>\n      <th>Group</th>\n      <th>Reference Group</th>\n      <th>Segment</th>\n      <th>Observations</th>\n      <th>Percent Missing</th>\n      <th>Total</th>\n      <th>Favorable</th>\n      <th>Percent Favorable</th>\n      <th>AIR</th>\n      <th>P-Values</th>\n      <th>Benjamani-Hochberg Critical Value</th>\n      <th>Practically Significant</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 1</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>6.1</td>\n      <td>1.7</td>\n      <td>27.93%</td>\n      <td>12.575</td>\n      <td>0.278</td>\n      <td>0.187</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 1</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>13.9</td>\n      <td>0.3</td>\n      <td>2.22%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 1</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>10.0</td>\n      <td>0.0</td>\n      <td>0.00%</td>\n      <td>0.000</td>\n      <td>0.474</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 1</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>10.0</td>\n      <td>2.0</td>\n      <td>20.00%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 2</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>27.4</td>\n      <td>4.7</td>\n      <td>17.06%</td>\n      <td>1.692</td>\n      <td>0.475</td>\n      <td>0.200</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 2</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>72.6</td>\n      <td>7.3</td>\n      <td>10.09%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 2</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>49.0</td>\n      <td>8.0</td>\n      <td>16.33%</td>\n      <td>2.082</td>\n      <td>0.230</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 2</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>51.0</td>\n      <td>4.0</td>\n      <td>7.84%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 3</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>129.3</td>\n      <td>26.4</td>\n      <td>20.39%</td>\n      <td>3.666</td>\n      <td>0.000</td>\n      <td>0.120</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 3</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>370.7</td>\n      <td>20.6</td>\n      <td>5.56%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 3</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>262.0</td>\n      <td>26.0</td>\n      <td>9.92%</td>\n      <td>1.125</td>\n      <td>0.760</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 3</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>238.0</td>\n      <td>21.0</td>\n      <td>8.82%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 4</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>259.8</td>\n      <td>50.2</td>\n      <td>19.34%</td>\n      <td>2.318</td>\n      <td>0.000</td>\n      <td>0.133</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 4</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>740.2</td>\n      <td>61.8</td>\n      <td>8.34%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 4</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>486.0</td>\n      <td>49.0</td>\n      <td>10.08%</td>\n      <td>0.823</td>\n      <td>0.316</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 4</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>514.0</td>\n      <td>63.0</td>\n      <td>12.26%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 5</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>1,373.6</td>\n      <td>343.8</td>\n      <td>25.03%</td>\n      <td>2.095</td>\n      <td>0.000</td>\n      <td>0.080</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 5</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>3,626.4</td>\n      <td>433.2</td>\n      <td>11.95%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 5</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>2,492.0</td>\n      <td>389.0</td>\n      <td>15.61%</td>\n      <td>1.009</td>\n      <td>0.923</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 5</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>2,508.0</td>\n      <td>388.0</td>\n      <td>15.47%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 6</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>2,677.4</td>\n      <td>657.8</td>\n      <td>24.57%</td>\n      <td>2.154</td>\n      <td>0.000</td>\n      <td>0.053</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 6</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>7,322.6</td>\n      <td>835.2</td>\n      <td>11.41%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 6</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>4,937.0</td>\n      <td>751.0</td>\n      <td>15.21%</td>\n      <td>1.038</td>\n      <td>0.452</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 6</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>5,063.0</td>\n      <td>742.0</td>\n      <td>14.66%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 7</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>6.1</td>\n      <td>2.1</td>\n      <td>34.93%</td>\n      <td>5.496</td>\n      <td>0.065</td>\n      <td>0.160</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 7</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>13.9</td>\n      <td>0.9</td>\n      <td>6.36%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 7</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>10.0</td>\n      <td>0.0</td>\n      <td>0.00%</td>\n      <td>0.000</td>\n      <td>0.211</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 7</td>\n      <td>20</td>\n      <td>0.00%</td>\n      <td>10.0</td>\n      <td>3.0</td>\n      <td>30.00%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 8</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>28.1</td>\n      <td>7.5</td>\n      <td>26.59%</td>\n      <td>1.659</td>\n      <td>0.252</td>\n      <td>0.173</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 8</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>71.9</td>\n      <td>11.5</td>\n      <td>16.03%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 8</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>49.0</td>\n      <td>11.0</td>\n      <td>22.45%</td>\n      <td>1.431</td>\n      <td>0.450</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 8</td>\n      <td>100</td>\n      <td>0.00%</td>\n      <td>51.0</td>\n      <td>8.0</td>\n      <td>15.69%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 9</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>123.4</td>\n      <td>26.3</td>\n      <td>21.33%</td>\n      <td>2.535</td>\n      <td>0.000</td>\n      <td>0.147</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 9</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>376.6</td>\n      <td>31.7</td>\n      <td>8.41%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 9</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>262.0</td>\n      <td>32.0</td>\n      <td>12.21%</td>\n      <td>1.118</td>\n      <td>0.677</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 9</td>\n      <td>500</td>\n      <td>0.00%</td>\n      <td>238.0</td>\n      <td>26.0</td>\n      <td>10.92%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 10</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>262.6</td>\n      <td>47.2</td>\n      <td>17.97%</td>\n      <td>2.771</td>\n      <td>0.000</td>\n      <td>0.107</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 10</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>737.4</td>\n      <td>47.8</td>\n      <td>6.48%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 10</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>486.0</td>\n      <td>38.0</td>\n      <td>7.82%</td>\n      <td>0.705</td>\n      <td>0.085</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 10</td>\n      <td>1,000</td>\n      <td>0.00%</td>\n      <td>514.0</td>\n      <td>57.0</td>\n      <td>11.09%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 11</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>1,373.9</td>\n      <td>372.2</td>\n      <td>27.09%</td>\n      <td>1.958</td>\n      <td>0.000</td>\n      <td>0.093</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 11</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>3,626.1</td>\n      <td>501.8</td>\n      <td>13.84%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 11</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>2,492.0</td>\n      <td>436.0</td>\n      <td>17.50%</td>\n      <td>1.002</td>\n      <td>1.000</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 11</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>2,508.0</td>\n      <td>438.0</td>\n      <td>17.46%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 12</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>2,703.7</td>\n      <td>461.3</td>\n      <td>17.06%</td>\n      <td>2.768</td>\n      <td>0.000</td>\n      <td>0.040</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 12</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>7,296.3</td>\n      <td>449.7</td>\n      <td>6.16%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 12</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>4,937.0</td>\n      <td>467.0</td>\n      <td>9.46%</td>\n      <td>1.079</td>\n      <td>0.245</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 12</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>5,063.0</td>\n      <td>444.0</td>\n      <td>8.77%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 13</td>\n      <td>15,000</td>\n      <td>0.00%</td>\n      <td>4,090.9</td>\n      <td>1,214.6</td>\n      <td>29.69%</td>\n      <td>1.991</td>\n      <td>0.000</td>\n      <td>0.013</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 13</td>\n      <td>15,000</td>\n      <td>0.00%</td>\n      <td>10,909.1</td>\n      <td>1,626.4</td>\n      <td>14.91%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 13</td>\n      <td>15,000</td>\n      <td>0.00%</td>\n      <td>7,516.0</td>\n      <td>1,394.0</td>\n      <td>18.55%</td>\n      <td>0.959</td>\n      <td>0.226</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 13</td>\n      <td>15,000</td>\n      <td>0.00%</td>\n      <td>7,484.0</td>\n      <td>1,447.0</td>\n      <td>19.33%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 14</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>1,394.6</td>\n      <td>403.4</td>\n      <td>28.93%</td>\n      <td>2.100</td>\n      <td>0.000</td>\n      <td>0.067</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 14</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>3,605.4</td>\n      <td>496.6</td>\n      <td>13.77%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 14</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>2,492.0</td>\n      <td>436.0</td>\n      <td>17.50%</td>\n      <td>0.946</td>\n      <td>0.375</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 14</td>\n      <td>5,000</td>\n      <td>0.00%</td>\n      <td>2,508.0</td>\n      <td>464.0</td>\n      <td>18.50%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Segment 15</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>2,719.0</td>\n      <td>543.7</td>\n      <td>20.00%</td>\n      <td>2.608</td>\n      <td>0.000</td>\n      <td>0.027</td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Segment 15</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>7,281.0</td>\n      <td>558.3</td>\n      <td>7.67%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Segment 15</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>4,937.0</td>\n      <td>554.0</td>\n      <td>11.22%</td>\n      <td>1.037</td>\n      <td>0.546</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Segment 15</td>\n      <td>10,000</td>\n      <td>0.00%</td>\n      <td>5,063.0</td>\n      <td>548.0</td>\n      <td>10.82%</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>CMH Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>17,175.9</td>\n      <td></td>\n      <td></td>\n      <td>2.190</td>\n      <td>0.000</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>CMH Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>46,064.1</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>CMH Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,417.0</td>\n      <td></td>\n      <td></td>\n      <td>0.996</td>\n      <td>0.853</td>\n      <td></td>\n      <td>No</td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>CMH Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,823.0</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Minority</td>\n      <td>Majority</td>\n      <td>Breslow-Day Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>17,175.9</td>\n      <td></td>\n      <td></td>\n      <td>2.190</td>\n      <td>0.044</td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Race</td>\n      <td>Majority</td>\n      <td></td>\n      <td>Breslow-Day Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>46,064.1</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &gt;= 62</td>\n      <td>Age &lt; 62</td>\n      <td>Breslow-Day Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,417.0</td>\n      <td></td>\n      <td></td>\n      <td>0.996</td>\n      <td>0.300</td>\n      <td></td>\n      <td></td>\n    </tr>\n    <tr>\n      <td>Age</td>\n      <td>Age &lt; 62</td>\n      <td></td>\n      <td>Breslow-Day Test</td>\n      <td>63,240</td>\n      <td>0.00%</td>\n      <td>31,823.0</td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n      <td></td>\n    </tr>\n  </tbody>\n</table>\n</div>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "e9da8f0ef0f449288d642fdac5b17a87": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e9f13bc9094b410cab90f08fe0002204": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "e9f6e5fbf9b547e5b1bae0c7330327e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-padding"
       ],
       "children": [
        "IPY_MODEL_3ca1962aa8ad4090befe4ab65e8725b4"
       ],
       "layout": "IPY_MODEL_abd5e33de504430897cd9250d3db968e"
      }
     },
     "ea0ea7ee1a5e4524803f593d22246647": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_fd34840dc6e743059f74d4560678c95d",
        "IPY_MODEL_2766e6833144475b8eda26446d590328",
        "IPY_MODEL_14ae65600dee44e58abdf9a4acc2d1a8"
       ],
       "layout": "IPY_MODEL_53a3353eae1a4990880d412eca69a751"
      }
     },
     "ea20130d456f4e54a67c321c0e6d398d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ea2a7e3e9bd7428bae815a85d42da28e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "ea313413bcff4162ad7ce97c0f6ffd61": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ea411b8d9d9f4302b59628e474325d1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Classification",
        "Regression"
       ],
       "index": 0,
       "layout": "IPY_MODEL_6e76479c9ba046a6877e3de171c5183f",
       "style": "IPY_MODEL_d6fb5dff7ca848afb6a4d79b485ec1ce"
      }
     },
     "ea559757ab134562ab4926704e090357": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b95ff9b1dbcf4c41bdfd53f0a7601a87",
        "IPY_MODEL_508d1360e80c4b4e92bbae214324df0b",
        "IPY_MODEL_9bedab09e32544729ba6ac673a68030c",
        "IPY_MODEL_e3784b3987334f06b7782773c5b7dc76"
       ],
       "layout": "IPY_MODEL_2d265976a8c1431288a4065c4175a626"
      }
     },
     "ea59801e6f7a4398a5ffde3f71338597": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ea6277c5c7f847538a31d1647a33da15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_beeab8c1fe17458a89f72f728c7f9c4a",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_5eed817858214a47831278e14b18aae2",
       "value": 1000
      }
     },
     "ea68ecf87c9447a4953211e414e6ee19": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f360088f9bf7414b9d12a282c0fb5df3",
       "style": "IPY_MODEL_0436fde233474898800dbc3cd3de6ba4",
       "value": "Feature_decreasing:"
      }
     },
     "ea6ce87fcc28494bbd6e87aff630c794": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_caf6b93e39f841b891b01596dd3a1400",
       "style": "IPY_MODEL_1f6b57ad8f1e424898d97a652aa21012",
       "value": "Model name:"
      }
     },
     "ea6f3aaff162450babc92b5b3bf64274": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "14%"
      }
     },
     "ea7828527d23451db1205ff3b1ee55d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a68dd6081aa54fd6adf74c437363f384",
       "style": "IPY_MODEL_bdb604735aaf41b79ccffb7a0c263080",
       "value": "<div class='divider'></div>"
      }
     },
     "ea7d6513ab074086a91bb5fcdc2400f1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_993f7bf2972e48baa03a7d4b9dc669c6",
        "IPY_MODEL_c37854803a2e4dcaa2726cae391cc863"
       ],
       "layout": "IPY_MODEL_6e0b3825aead461f9b51856730d0b0e2"
      }
     },
     "ea8c0090f8ac471494b0ee3a91a391c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_1519abf4177548628d437a48339ce175",
        "IPY_MODEL_8c6dd7a0c2714f059052217aceecc891"
       ],
       "layout": "IPY_MODEL_c85e7e1db17c413a98d9b84203c9d295"
      }
     },
     "ea96ab43073f49a585205b0e7350fa2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_daa4ca252c6445ec83fd6bfde480b580",
       "style": "IPY_MODEL_6dd7338acf764873b5ea3afbe4c842ba"
      }
     },
     "eaa07db04e59468abd8a8b7372f09bdf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "eaac26ec22084ad1a1211cacf2063299": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f2466f7f74e3442a903fa3291aa87a89",
        "IPY_MODEL_e8de6f96bf5449b68dda01bff1729373"
       ],
       "layout": "IPY_MODEL_91346ecd01b24b44999454fd9498f39d"
      }
     },
     "eaae9dc8b83a47cf88f93fbaa631c394": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "eab2aa22d205417c85e8cf694048c0d7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "ead0ef0bd3914b45ad31c932bdfa0b3b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "eafb9c3313504011a9be47a54debe6d4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "eb02df42a51740bfb632e38bd965acd2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1023c262d4ab412eb7783cb07a22eee1",
       "style": "IPY_MODEL_f817b831d863406aa33235aaaf4ffffd",
       "value": "Learning_rate:"
      }
     },
     "eb047c0a29a1481081b47d2c23dfb0c7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "eb174dbdc9b14fffa030b83f2849f0ae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_97e00be6ab2149a9b0b52dade2f7032f",
       "min": 1,
       "style": "IPY_MODEL_64125ab25b5e45ca9f87bc8874435a4f",
       "value": 5
      }
     },
     "eb18f486fa92466686342b322c178781": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "eb22fd38b181406b955c4fcff7c966fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "eb270315d285464e84b0e117c8f90be3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_124fc79d9aac442bb1cbbe12ef525499"
       ],
       "layout": "IPY_MODEL_2761853522f84815b88b956bfe9a81ea"
      }
     },
     "eb2784c507324f22a2ef21963ffe1cb9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_92ae31c3927a424bbc025d084f5a3897",
       "placeholder": "[40,40]...",
       "style": "IPY_MODEL_68bbb4d9cb634182871cfcc716a9b71d",
       "value": "[20,20]"
      }
     },
     "eb28d51c31334179b0cf07c6993118e0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "eb39867eac4c4408a8c6ef3326cd87de": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "eb3a11940d234ebe95addc3b2d966b21": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "eb3b032027f345bc8322faf7c1d97749": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "eb486112d57e41dda5f554b60896c477": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "OK",
       "layout": "IPY_MODEL_0cbb7ee197e043c0886bd7fd080cf7a0",
       "style": "IPY_MODEL_e2e6c67bfdae4016abd4aa489612c624"
      }
     },
     "eb4e75d2d2034e39810e1d87fd1a0fce": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_3240074e323246feb79746267617736e",
       "max": 1000,
       "style": "IPY_MODEL_b3bac0df523247a7bc301fbc2c151405",
       "value": 50
      }
     },
     "eb51a61e5f204ef0ad5591ee228e42a0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "eb55b1e474da471e9f274c690f2edfc6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "eb72b2cd22644a20b6126129ffa774f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "eb7afcb4c2164fe1ab13573e78b2c600": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d0f360e84a624c4082f6fa192595575d",
        "IPY_MODEL_aadfaa2152e64d87a3f867f63fa401eb"
       ],
       "layout": "IPY_MODEL_53068c023fa94a9780acd87eb88b7909"
      }
     },
     "eb7db221fba24462ae3d25a31f9e24fb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "eb833661f4c0479b95f7c4de9af20a0d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "eb891a67f4224777aba8af015f4ee2cf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_3ad5250c2a054166b62d18ced582c127",
       "max": 100000,
       "style": "IPY_MODEL_c7ec56894d9a4dba899a71ab5cc886d1",
       "value": 5000
      }
     },
     "eb8ccb637e804787b63a682a686deeb1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_3fe3d11f82264d2193e1484e74a74d76",
       "style": "IPY_MODEL_01dbbdb5661842d9ab2ad0a003b70dfd"
      }
     },
     "eb97380e12ac400c8c48208d34e4cadf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "eba9b954ebf6464b912fa96d6da3f1ea": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "ebaa441f7d48485688f36c8d56d77203": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ebb1ef16c3674ac48283ae6ba5e1c074": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ebc3c6b8b11c47529652b4a5acdef682": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "ebd8a56d589e4f56889e6ca99d1ac2c5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_80484217e3b24a038f6309835e7c540c",
       "style": "IPY_MODEL_40a50ed07e67408c81d64e2734cc703a",
       "value": "Max_epochs:"
      }
     },
     "ebdd166cb6ac4f669625e41b74dcd14d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "ebdf40921ebc44eb949521d995223958": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0aea7d7ab6b4436097810b16e90b2fe9",
       "style": "IPY_MODEL_1ecd0195d5de480ea982ded111ac4715",
       "value": "Model name:"
      }
     },
     "ebe3d48ad75b41c4b480379416cb5a55": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 1,
       "layout": "IPY_MODEL_c53c6c844d244f04877bedc6a7f90eda",
       "style": "IPY_MODEL_261b5d7cd44e4b6caeb2d1ebd8a1e41e"
      }
     },
     "ebef3e7bb3404c09a40bc6e597fbae04": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_d78422255c334005bb39bc62d8932b6e",
       "max": 1,
       "step": 0.01,
       "style": "IPY_MODEL_938eab93f18b46b4a0ff32568ebb07ff",
       "value": 0.2
      }
     },
     "ebfadcd39d964abb998fe6dd329bb9c6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ec05c7bdb44f480db1e108be5876720a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_0560240142ac4dbe8107eae1d2123cf1",
       "placeholder": "Input name",
       "style": "IPY_MODEL_1ade729b762f4d058712effd88039b79",
       "value": "GLM"
      }
     },
     "ec1d2c61eec64d1d97b6540c234555d1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ec2ee257b4cb48e0912b475a34a7ff35": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70px"
      }
     },
     "ec3434fab80e46fc913e051bb4d188e9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f78fdc9582894ca089cc711ce59871b3",
       "style": "IPY_MODEL_0cfca63cf109444886173aeb99ac3855",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "ec3effa9f05d49a789656fa267e7038e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ec4119c99ff94fcb8a33e48974700cb8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_d14e92e4f2484ef58425595143d21c19",
        "IPY_MODEL_ca8b8678fc264381a766ae8110dddb72",
        "IPY_MODEL_1bcb458d96ab4ca6a93f1cebf786dba4",
        "IPY_MODEL_a15f53045f7d4f48b71be2e69c12ac69",
        "IPY_MODEL_d952842ada5044a3bd91d041c1a06b4d",
        "IPY_MODEL_344e39496b784718b46361300eb06914",
        "IPY_MODEL_54bd2252ddfa46d8aea073ff18f09bc8"
       ],
       "layout": "IPY_MODEL_6e096dccb577457eb1a2e3790edd1df2"
      }
     },
     "ec45ecdbaf354ec9887a85db9685e433": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ec460afa6bf147aca1c7ba9fc34da49b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ec463bbce7664528af64dc82be61727b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ec599fb49360489eac62498ece731a97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dd830aee49ac4f80a4c42efdf1a8d3ce",
       "style": "IPY_MODEL_7a8116a365f847f2978baadd67e967e5",
       "value": "Model name:"
      }
     },
     "ec60eef197234e5d972ecd6717c9e1c9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100px"
      }
     },
     "ec8632ea1aae4968ac944e7910737a83": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_65b67daa58ea41029de578ba735d391d",
       "outputs": [
        {
         "data": {
          "text/html": "<p class=\"notification info\">Default Data Preparation Done</p>",
          "text/plain": "<IPython.core.display.HTML object>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ec8ef1d62a3940dd92f31266a516f151": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "ec91032e969d4581902986f1db5f8b88": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ec97bc5ad2b24faa892e01a2e3c88867": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_8563f3f42ceb4d4fb8cb4bafd4f5fc43",
       "placeholder": "Input name",
       "style": "IPY_MODEL_fb7b2d40771a477d95644db3db33674c",
       "value": "GAMI-Net"
      }
     },
     "ec99047ff31146e285f17748b064cd2c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_5cfb8d25ff8b4263a4eca3a4fc95c67a",
       "step": null,
       "style": "IPY_MODEL_94bfbbb8308747c5a67e95f3873ed505"
      }
     },
     "ec9b146c64ec4750850e04ea28803bb2": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_64f964faea33432b93b16b6a0d3c1dc8"
      }
     },
     "ecaac349014e4f61a63e788679e328b5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ecb24c2c0e4240da93b848ee8ca1afdb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 0,
       "layout": "IPY_MODEL_6c6edb0351ef484d856bf2f86418ef15",
       "style": "IPY_MODEL_ababe91e92d94aa9899750cf2d1eec01"
      }
     },
     "ecb73f906e5e4ddbbe87781db559b243": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ecbbe208ad6d43edb10cb36075ac68ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_8449cbafd5e34364a8f8d3fa5ec3aa2c",
        "IPY_MODEL_56d6d4575d314384aea5d46c29e60b17"
       ],
       "layout": "IPY_MODEL_b612d7516d334d17941ded5272a509d3"
      }
     },
     "ecbdedb09950454f8df5c8a85f4b5936": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "ecd1661a4dc04f2b9672e91e9d9f0f11": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7b1f4791f5d340209d0333f38d03408b",
       "style": "IPY_MODEL_15b012fa1d634f5f9d4732a963ea66f5",
       "value": "Model name:"
      }
     },
     "ecd91008f4ef4be386c9bbad51f1b912": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "By Weights",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 0,
       "layout": "IPY_MODEL_95ca1d2f4c4f4e2fbaabc4f644f61f6f",
       "style": "IPY_MODEL_d01195ff2dd947f69a4f3ef21e723edd"
      }
     },
     "ecef98d1c3904ca58fe46b0e9e84dd8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_357b19d7b8b640a393da35e804084fa9",
       "style": "IPY_MODEL_a7c72eebf88c4e54b06609b4dc664ae5",
       "value": "<p>Test Ratio:</p>"
      }
     },
     "ecf74373d17a4f5f87d2298094326b2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ecfb0ab2c0214e1a91030fb36aafb722": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ed03d6ed136a407caad0fb20c52abfc2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ed0f87d559744e7fa5cc2f58e28b3e84": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ed320a7af7764e279dd72d18cea9977a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ed32b6778c7b455d80970a218b82eb53": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ed3c18e55e2642a2a6fd7e012549cd47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ed6b099ccee7476996310674112ae9f4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_c6a4da0fb9614dcb893d191cbe5a09c5",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "8d070986b4244517b9f44ea405fdb2c7",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n            </thead>…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ed6c07f79b8f43ef8625843eafa67072": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "gini",
        "entropy",
        "log_loss"
       ],
       "index": 0,
       "layout": "IPY_MODEL_b3fc7f95b7094aa193d19eade88f186b",
       "style": "IPY_MODEL_6fb184c39b86488c8f6570a63eac07b7"
      }
     },
     "ed9a2823de1546e680aacf15c0012c9e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_7455692ef13c4fcbb62bb45c7a5ac96a"
       ],
       "layout": "IPY_MODEL_d49a8e0aa7d34b56a598ec600fdf7cd2"
      }
     },
     "eda0c7f5070140058049d2f18c82b101": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "eda60380c4aa46869a56596ce00538f5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_e9721d4d30744975a74ccba9fb96419e",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_c3b054c4042a44c09b87a1f631398219",
       "value": 1e-05
      }
     },
     "edb69902d3af4277acd254148303a9fe": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "edc5fbef89c147caae1cc4e24a4cffd6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_dc76df76fa5a4b188c0eb224e0df9e78",
       "style": "IPY_MODEL_1dbd0c3fb12d4a1195d1589e0f23e0e8",
       "value": "Feature_decreasing:"
      }
     },
     "edcbc495f98e4377bb8a15c87ac6da9d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_47e788ecc8fa42a7bd509193fcfd30a5",
        "IPY_MODEL_da191e374d12416babf65f11d324c3a5"
       ],
       "layout": "IPY_MODEL_5c6f05a0f96848538e55466292a7c796"
      }
     },
     "edd57884cecd42b6beadf745c2031172": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_9e6d59e2abe8406baa26c787f59429f6",
        "IPY_MODEL_b5d134b04d244de482fb7634d15c7c94",
        "IPY_MODEL_e77df12546d54c42aa966c02a34f2f82"
       ],
       "layout": "IPY_MODEL_4160c03a62ec4b50a3f010046b6f5e3d"
      }
     },
     "ede462ff3da94564b26aee4a8e657544": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ede4919abdd94fd188c5cf97e4480614": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ede9c9b7b8f74196819e538c813fd391": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ee257acd93004f7a86ee15e893485166": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9ac5246085644f3c9407803e44315698",
       "style": "IPY_MODEL_095684b4b2124be4a77f73f680ab70c1",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "ee26cedaf9f44aa6b142c945f95b6cbc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cc3a3f361e5a4b978428885f39e2abfd",
       "style": "IPY_MODEL_85070b77e4044d199743bf0ab305df6a",
       "value": "Random_state:"
      }
     },
     "ee277da3725c47558654c1b21ba7ff7b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_781f6237263f4b35af70b9e13b30afd9"
       ],
       "layout": "IPY_MODEL_7f3d01dc40ac404d959cb50a4cb4e309"
      }
     },
     "ee2cb53f9b734759b2235d648752ca65": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c92b9717a3e3436bbb924bea72c72fe5",
        "IPY_MODEL_77868baa1ed945c8958fa64b5efc086b",
        "IPY_MODEL_325ea89a08864dbebaabfe23eb5097b3",
        "IPY_MODEL_907269fd1b1d4050bfcdb4a27b0835f3",
        "IPY_MODEL_78f0bc7007f2413ba1dc456552d4ebd2",
        "IPY_MODEL_45c5ae520d4a4ca1b7bf7ed7c961515e"
       ],
       "layout": "IPY_MODEL_5831c351cc774736b5be025c603a4ded"
      }
     },
     "ee2d97c4090e46d090f1d3bcbf98257f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c0c423eec7234ca7ae22a7278f62ca89",
        "IPY_MODEL_a39b85d749c348f199e4911c98c386d0"
       ],
       "layout": "IPY_MODEL_2221a1b741df4ca5a4b757f2571ed599"
      }
     },
     "ee32a08fc76e4bfd8b6f44c10974bb23": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ee36f47490684a7caf05665bf6786af5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ee385639383c4d6fac71ba8fbb66460f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ee45d21d7b6748ca95bdf6c57bf4b617": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ee542e6283524b1ea760b1934ac1b340": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ee59399b326643c1a2ba110c5a5f00ad": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7f511ad761614281953a81587be2250c",
        "IPY_MODEL_234ff23d7fd14a7994dc5401f1a31bfb",
        "IPY_MODEL_c4ff983260c7402e9f5727c9e1a0088b"
       ],
       "layout": "IPY_MODEL_ce2abdddea9349619934ae2b7ee82ea9"
      }
     },
     "ee5b7c8950ec4a69bf1b9aea662f2bc8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "Register",
       "layout": "IPY_MODEL_73f59291d64a4922883009e8aab2fe89",
       "style": "IPY_MODEL_8059bc7c0223495780159f3bc7bfeef7"
      }
     },
     "ee718607753047a682a03a9c0c80e488": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b45ecfce67d943a2a0e639efed2b35e9",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "23fc7a0aa5884f8fae206c7f5d079e2c",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Rank Metric:', layout=Layout(width='55%'), options=('ACC', 'AUC', 'F1'), …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ee78e8975c3842bb86c606091048c679": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ee7ee0108f0b4d5497980033ef95ccb3": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_7bdf4b962a794a69ba8d6d2afb61e523",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "793ba812482e4417ad997e9162926003",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Register GAM Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "ee8ad12932344d838fa34bba256dcdcb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Model"
       ],
       "description": "Model Name:",
       "index": 0,
       "layout": "IPY_MODEL_9efce2cf7ecb4e4c9f1b4a3c2d277975",
       "style": "IPY_MODEL_0dbe97ceb15246dcb521400d2071aef8"
      }
     },
     "ee9b47cb8a334acc9c57a71f6433f34f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e7367c0f549e46efb3936a58051182bc"
       ],
       "layout": "IPY_MODEL_e209e3e2e3b1495aae0e2281889e1182"
      }
     },
     "eeaa3215d8414a63bd54ffff901fba97": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "eeb773dfafa94ee78b04987984d6a751": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "eebbedf043b54ec58977b40354d189d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_ec8ef1d62a3940dd92f31266a516f151",
       "style": "IPY_MODEL_e1aeddd211034d8588cc143656e9a7fc"
      }
     },
     "eec7a39adeb4415baa25aeda383b267f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_981289f7f8d945c9855d56390eb459e1",
       "style": "IPY_MODEL_abe0320f8243434c810a0e7dd9268f75",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "eec92e26a0bc450aa67a7138f7513b10": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "eed6e82df37d4017ba9a2e926d84a39b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "eed7865c169a4a98bb0c611239124f37": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "eee81fe35eff476e95cced098da7bd34": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_c393f0888b20497785355458d9066d54",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "18924abaf11d4b5aa6fbcf098b6c5f47",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 5px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "5be0220b49884a938802971c8d1609df",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "eeecdb0d4da74a63ac15d5124d0c99d5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_119fad427692461c94b67e699ddc9fe6",
       "style": "IPY_MODEL_daf778da288a4651959b9e9aeb125c92",
       "value": "Model name:"
      }
     },
     "eef52cc5a3bd4839a4a11714ba661b01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_5a92dfe3746a45948bc7926b8cd75e82",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_2890e674cbf34f46adb955be3f7c2676"
      }
     },
     "eef577e21920438d9ba763687ad7a154": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ef21f79481164e89b3e2e736e024c920": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "ef2e7862035e49e5a152d945aa032147": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_53d2b091e4f24e4a8789015d578927a9",
       "placeholder": "1000, 1000, 1000",
       "style": "IPY_MODEL_75ab153e47914f85a5193dac0592cc07",
       "value": "1000, 1000, 1000"
      }
     },
     "ef474af75ee3449b8690e09856d89f11": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ef669921e3244f2e9054c5527c383867": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_47cf4418b51f4cd6b6f6a880c6a1f12b"
      }
     },
     "ef680e6e82b44822b3f9c4b5043e3309": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_aa97f1a35d1b4eb6a01c92c914738639",
        "IPY_MODEL_f2687326f6344072a4cf9f25bfd21334"
       ],
       "layout": "IPY_MODEL_0224d505ad224aba87f3321f7778a31e"
      }
     },
     "ef732619efa04729b1f63a4ac91aff3c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ef7455afb0224513a3675a297c3362be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ef77570ba125403cbd926a5cae28ef9f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ef7a3c8a0b13459d8ab89f555f967b3b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "ef812fb452014037ace1a3f7e2d8d6f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "ef842d83b29b409bac41ba855c9436ec": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "ef8607d48ac845d4b7df71d5cda738a7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4cd40ec28c8d4503b769b9c8c88a39f9",
       "style": "IPY_MODEL_5c7dc4e79483449c931b6503825df310",
       "value": "Criterion:"
      }
     },
     "ef8946fa0d344ba1bb476603233a0acc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ef8dff57b3824711a040b9d59f1a9c4d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ef944d82a1084855bcab2c0e4b287a0e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "ef993ed6b57f4b3ba2d8b79c2f0c94b0": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f4c81cff359442428088ce46e994a508",
       "style": "IPY_MODEL_a3cbb9b1dc0f41c0aeb21806f51937ba",
       "value": "<div style='margin-top: 20px'></div>"
      }
     },
     "efa18e43275b4c1da5564dfe9fdf4bb2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "efa23b74308740c6a44ae9023d0cd79e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "efa3dc2909a8438bafddc015e3ed5dd1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "auto"
      }
     },
     "efa46ec8bcf5432981688a08491c9ab2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "efafdd683bc245099d0cc80a91bb3bac": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "efb928755963406f80e8b0be66a3f8ac": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a687862539414ab4a760bd55c995eff3"
       ],
       "layout": "IPY_MODEL_a95cbdb34d0f4b21af1a752fb111f0b3"
      }
     },
     "efbdb0664d7c43d795a9f369d31824ee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "efd1d2335cee4e2f9b5e34a0a36ab4aa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "efea85cfbda247c8976aae9419a2eace": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "efeb03191be54cd984c7df8bb21b1e19": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "efecf02f29a9430296105fe35777fc17": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_b9112d1cd42a4e54b2af7c8853b97952",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "a12f592ad6c542f18b5e9588d25b09cb",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(VBox(children=(Output(),), layout=Layout(align_items='stretch', width='55%')), Box(children=(Ou…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "eff036ed881e4f8f8eb64331a7ab41b2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "eff0790f6d834d7093ea6df087b5084c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "eff5d47fef094e83909796ea7be9d759": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_4bbed5a3da2b4dd2ad679f66f720b297",
        "IPY_MODEL_72b87bfe920c4f6eb5dc6936546c9f1e",
        "IPY_MODEL_e1954875e15045c496a7a475ed28da83"
       ],
       "layout": "IPY_MODEL_4e899d25432845379326fb57befaca8a"
      }
     },
     "eff65f24c8b04a0a9da08bb2094b6098": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f0025b1eb2e8456aa1927fb63609d44a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f00dc516f420465f979e733552f7306c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "40%"
      }
     },
     "f015cec67a544faaa7bea4f998b5765c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c054c3de2de844c1b24509b9bf03758e",
        "IPY_MODEL_d38fc87c1c42467c8c41eacf010a668e",
        "IPY_MODEL_ee257acd93004f7a86ee15e893485166",
        "IPY_MODEL_297dc5fddf5840f59df7b1984adc72b9",
        "IPY_MODEL_54cb8ab1ee874b5c9b49c40242831fdb"
       ],
       "layout": "IPY_MODEL_b9114e59bd9142c8813f3a8722653c6a"
      }
     },
     "f015f82af17a48c6af52dab33c66356a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_d1cbb27eb38d45bcac7803906d785a7a",
        "IPY_MODEL_55399fd195234888881202f2855ad6db"
       ],
       "layout": "IPY_MODEL_199538ef9a224d888a0d0890c8f827a6"
      }
     },
     "f01d38143a1c423f96a059e7d73b51d3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cb98609a69b44ea19006a91d4621468f",
        "IPY_MODEL_93bd9168739e495c863723e0e3f151e1",
        "IPY_MODEL_6b0eba0db41c43019785a8828f339b9c"
       ],
       "layout": "IPY_MODEL_c0362421ff274c6fbe6ceab933223f91"
      }
     },
     "f0263ff4f97040cebc538219c4dead5c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "120px"
      }
     },
     "f041bc226455452fb838e23d7dcaabdb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f0545f9d28424fc9b4ac43f7773ba2bd": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_53a2270680654d92a5bd22d5f271030b",
       "outputs": [
        {
         "ename": "AttributeError",
         "evalue": "'FairnessAPI_solas' object has no attribute 'data_comparing'",
         "output_type": "error",
         "traceback": [
          "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
          "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
          "File \u001b[1;32mpiml\\dashboard\\fairness_panel.py:241\u001b[0m, in \u001b[0;36mpiml.dashboard.fairness_panel.FairnessPanel.pair_panel.data_compare\u001b[1;34m()\u001b[0m\n",
          "\u001b[1;31mAttributeError\u001b[0m: 'FairnessAPI_solas' object has no attribute 'data_comparing'"
         ]
        }
       ]
      }
     },
     "f055edfa58034dfda8607932cd893ee1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "50%"
      }
     },
     "f0574ac8d5f947938d8845714eca42eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "FIGS",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_c0284ddc6b75467dba5ecd9d05deeb6b",
       "style": "IPY_MODEL_0891d89959c94388b3b4b462a63208a2",
       "value": false
      }
     },
     "f0670431971f431083e85e1ed14029f7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f06dbed24724441f8a590ed0524b32a9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f06dc390914343d0b122b41d15238183": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "f07aa465c1be497c91cdbf3cd146b37d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_fe5ff1bccb5a459b80b5eb9d9a8a8972",
       "style": "IPY_MODEL_89d44e08ce2c4f959bb779ed6bb32456",
       "value": "<h4 style='margin: 10px 0px;'>Monotonic Setting</h4>"
      }
     },
     "f07b8eb9e6b442a0b0cf747c11aff91f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3cc6d02f49a8440a911f00ef578ada26",
       "style": "IPY_MODEL_a3789aaec23142638c46f485c516d6fe",
       "value": "<div class='divider'></div>"
      }
     },
     "f085379567254d1cbc5a6ad2bb3502b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "f08595239e00413da08df85c44abed5d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f08f36be23a649888c5e3785ae3dae40": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f09209b86af044ecb14c5122e084e0b1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f0a18f3f263449bfa3cf59e319f28f60": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_f0574ac8d5f947938d8845714eca42eb",
        "IPY_MODEL_66fb8f30da02443291c2bb91fe317fc3"
       ],
       "layout": "IPY_MODEL_b46d3140f23d441eb14ecc76dfdf51fd"
      }
     },
     "f0a656f2e1ff4b7e94385213b045e2c6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7f6fbe7b1ab4419c9a52946c9e796b92",
       "style": "IPY_MODEL_3969ebe6173a4975b75b263d39970a15",
       "value": "L1_regularization:"
      }
     },
     "f0ae1e4b8e434747902072d2da062fc9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f0b4e33af2d24a9fab8d28b9d97ce359": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_1263c56bcecf4be5bc9f7fe22d4b40ac",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_14c20b6d42224634853c1c383a65f147",
       "value": 0.8
      }
     },
     "f0c28fbebda04be2bd763d1d960f7bed": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f0c3d6cfd1684e4b98f7d14f5e5fc725": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_eb3b032027f345bc8322faf7c1d97749",
       "max": 100000,
       "min": 1,
       "style": "IPY_MODEL_5a77a30434c547c7a9e1e3ff22d781d8",
       "value": 500
      }
     },
     "f0d60fc035c340e8bf884bd10abcdeae": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_dab0109148e447378dc3877287a0d3e7",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_8b56fa03843f4fe89469ab641d6e5406",
       "value": 20
      }
     },
     "f0eaf6d5d8e04f928c27e716cc7a4cfe": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_69810afeb02242e1bfacaea84d13f4c2"
       ],
       "layout": "IPY_MODEL_7a989dbdc53749eb9f8112815b52b69c"
      }
     },
     "f10c591e6c2744c5abd402f36e3daf47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f11899decc654c1991f2c02fcb6fa67c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "30%"
      }
     },
     "f11c899d3fd84f52a1f2ebdae19a251b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_a587660c7f6d42e68eb5e2eccdc26a93"
      }
     },
     "f1216585dde74b69ba332f02f13c4a85": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_835450a481d844388b5b54d29af1860d",
       "style": "IPY_MODEL_48020a08b227464887233f87811796b0",
       "value": "n_estimators:"
      }
     },
     "f12b4e82a29b48cdb3a0a72bb420e3b2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_1f00e7fa29e747e29a773d81ae2ae97f",
       "style": "IPY_MODEL_21b8f1a14dc14ed2b3f8959dd0fe987b",
       "value": "Feature_increasing:"
      }
     },
     "f155feb326c442ee81eda121d5bf85b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_68a05684258a4bedbfe6c178c65e9e3f",
       "style": "IPY_MODEL_931ca626186045539a3244627ec76c7e",
       "value": "Model name:"
      }
     },
     "f18b6c8b97894aa5be1cc08a832548f2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "f18bcf7d6a9b41a1b81c67ba702804e7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f18e1b2c2c5540959aa61c19c2b148ee": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f18e8d1ff4ae4b06a0391a042323898d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f19655bb9d9d4d6bbb007e8135dc5b4e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "f1976a38dea14237bc0757ce608bf0a5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8a6eda1262d34c429368fe73b81e5445",
       "style": "IPY_MODEL_202724dc480f46e1b7265a1398dc02b1",
       "value": "n_interactions:"
      }
     },
     "f19e32710fbd410b8455b49e50e0835a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "f1a75820a1164573b13ae6dd52446dc5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f1ace8ef80f74036aed45e66e498717b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "70px"
      }
     },
     "f1c38ab6a13147b295b5ca854b26b9a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_0adbf7c792ea49cf8cef0594f0f80c55",
       "style": "IPY_MODEL_38ecc18421a34e3cbc913c8b327a7866",
       "value": "<h4 style='margin: 10px 0px;'>Choose Model</h4>"
      }
     },
     "f1de06edd6c5460cb6397c70794eae2d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "IntProgressModel",
      "state": {
       "_dom_classes": [
        "progress-train"
       ],
       "description": "Training GAM:",
       "layout": "IPY_MODEL_c4eb84fb57d4489fa0597991043aabde",
       "max": 1,
       "style": "IPY_MODEL_4ba0ce58403649f2952e605aa7997650",
       "value": 1
      }
     },
     "f1de34d8b6b84f59921e1f83646ee9c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9130704516854c84b0a92d15cbd6c4d4",
       "style": "IPY_MODEL_b8df7ab1e0cf4c2fba35b6d649722489",
       "value": "Feature_decreasing:"
      }
     },
     "f1dfd9e4e43b4d8c9f5b87dbe84629ff": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b76bb3abc02e45ec96b331d611c044e3",
        "IPY_MODEL_fc94111b990e4d8db659e23764773ab1",
        "IPY_MODEL_e3c36633c05b47f2ac0d4cb2913b582a",
        "IPY_MODEL_5ccdaabf46fe438b8a2c77e36b52d93c"
       ],
       "layout": "IPY_MODEL_7a6c604ea32f41d4a3656fa9917afb36"
      }
     },
     "f1e9582fdb1647f6b3b984b473a28063": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f1ff6592d06b41b5b509aa3db18b92ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "f2012c67a90e466b99697e18c01034e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f208d8cfedf541b4a29a133982a693a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c7490ce3afc04b3c85c48eac884d6229",
       "style": "IPY_MODEL_931ea8474edc4a0caa532ea40c2f4320",
       "value": "Update Attribute:"
      }
     },
     "f21027f1acd1444cbe5a207055f4f0f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden"
      }
     },
     "f2108e119c74484d93218afda57fd6d9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f211d9ea70c547499e6f3e625c397bdc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f2143ab9657c491d9176304bd6d9eecb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f21a165094b94628b6729aaacc6159e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "f21c8c138bb2460580191a04930ed189": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f22cd09ad1564127a579649964f05610": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f22e96264d2b40ba870cd7b80b75bee3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f2368575306a4ff09cbb41682131a536": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_81a974d3f4674360a9cc460771aa5d3e",
        "IPY_MODEL_17dbb4dcee81468bba49102632f78bcc"
       ],
       "layout": "IPY_MODEL_4cc8437f124e48e0b59f8f82ea360c4c"
      }
     },
     "f23701cd07c6443890045ef259617c82": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f240ac23b38843b59063b1f8f46f869f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f2466f7f74e3442a903fa3291aa87a89": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_ad4de962a97c48e081d23a971289c5ce"
       ],
       "layout": "IPY_MODEL_37433a8c84cb4b68a38cf094928102fe"
      }
     },
     "f2687326f6344072a4cf9f25bfd21334": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_88dc666088ad4387825a919bd3fb91db",
       "style": "IPY_MODEL_d964e970d7a04c67b9ada779cb0b7426"
      }
     },
     "f27f27df310743829dcc4cb0ea409da2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_52e594d86c57495e98e130b91ef4a384",
       "style": "IPY_MODEL_fe914a33b9634d2bbd235b60bed9ae3b",
       "value": "Reference Weight:"
      }
     },
     "f2867b429a3e454b913547a52641be34": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_b93811217f8e4292bcec9531e39c800c",
       "max": 1000,
       "min": 1,
       "style": "IPY_MODEL_e9f13bc9094b410cab90f08fe0002204",
       "value": 20
      }
     },
     "f2877d71b96340248286b43e4821d70a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "f2898db4b0c14ff2815b0737c7383822": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f2b3f9d32f1d47f9bbbbe26f7919bec9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_086dcbe6658d4a71a29ab973f46f1c31",
        "IPY_MODEL_4dbeb6a338af4aef8c1f98d7f6b59727"
       ],
       "layout": "IPY_MODEL_11115dccd909498290e6d38bd1a2ef5a"
      }
     },
     "f2c3bdd978034303b3966f9df702a162": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f2c78eee7eb240e1a484ba8696263323": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f2ce9552dfb7444abecea22e53a763dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2f350c4e90404f35b53a5945a0df42c9",
        "IPY_MODEL_9236fcbbe2864897889c8df95ab87e15",
        "IPY_MODEL_8f6633b3faa64d0ba52c0af8c9897ab5"
       ],
       "layout": "IPY_MODEL_be77e82f7df74363bf71c12679e17bb7"
      }
     },
     "f2f0f983469f4661a0c4f556e7bc0e1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_4284b9ff49704517bb3e2d7526ecc44d",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_e4ce777395084f0e983d59c2c6593e7b",
       "value": 1000
      }
     },
     "f2f5715dc6184bf3a4bd128b72200e12": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_0589d8b285b3489885af2e648338e093",
        "IPY_MODEL_aaf04d45a72746918d230e2c9d187605"
       ],
       "layout": "IPY_MODEL_af92408784be4780903b79cdf76d7a23"
      }
     },
     "f2fb2a02471643b0b900959e5af7c469": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f2ff1330154c4e7ab408e15dc4c8aa2e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cf0555a3398d41dcbf1dd8c19a315bcb",
       "style": "IPY_MODEL_5103bcc38e7a43868ab3076673f187e3",
       "value": "<h4 style='margin-top: 0px;margin-bottom: 0px;'>Leaderboard</h4>"
      }
     },
     "f3036b6ddb5840c7b6f84498894ca9e2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f304309de7fe4527a9b1d5bdd94373b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "Original Scale",
       "disabled": true,
       "indent": false,
       "layout": "IPY_MODEL_a89810022753468c8983a5e55bd100ab",
       "style": "IPY_MODEL_ab4dae7b20ee42e0bcd1c6d474b2e750",
       "value": true
      }
     },
     "f30cb1fb4c444b589adb4ff8ffce8e94": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0",
        "1"
       ],
       "index": 0,
       "layout": "IPY_MODEL_11d8e9aa8d8e44d7a12ae56392791197",
       "style": "IPY_MODEL_5976fc40188a451ca22b5fac55f0ef51"
      }
     },
     "f30f3937493a454cb10f4eb4869c4da5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f31030c9e2484fbfba48ac5f5fe3e1cf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f33980b74bbd4de394914b86c59a9bfb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f3456ea7df354a058e6331063290149c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a9e4223cffee4c5b8e4c1b3593a1ee6c"
       ],
       "layout": "IPY_MODEL_e09c63ffd49547bb82535f06594be963"
      }
     },
     "f356cad087ab42fc82896a9e03092861": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "f357bfbfa5ed4d9c96f904b5fd3384e6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_bf21ad3dce994fb2a912cf371df23ea3",
        "IPY_MODEL_b51fc95aeeb148fb8a1d1d9389e8d47e",
        "IPY_MODEL_ffe75eabec484bd8940099365bd92c79"
       ],
       "layout": "IPY_MODEL_10756ad49e4343fd9d39870a7f9a6676"
      }
     },
     "f360088f9bf7414b9d12a282c0fb5df3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f361f7004dda435f8f88554744772883": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "f367194a045f4c8f85e4367c9c96bbcb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5f086f4030f841ee863321f0def6f615",
       "style": "IPY_MODEL_969be134d6ab424cbc1dc3369fa79449",
       "value": "reg_lambda:"
      }
     },
     "f3714970e260437d925a114699c50a42": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f379a6216bfb44219b3393e7c2080d5b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f387e176caaf4614af6abaf84a2e1bc9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f3997f83544a4ee98e2627d7c53af62b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "f39cf1b8272d4d5ba690c586f672c58a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f39e76151ef24f75b67a0f3fcb9b0f17": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f39f3cd4a1b641de8bb417cd6b270d4d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f3ac5dc78b844f5ab6e7998c376dbaaf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f3b31508c70a47cba4c1002c94fc69dc": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "f3babbc3168544258a72643f042e9097": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1117320e3a094f05834c5da5584ef3b7",
        "IPY_MODEL_cf1a89371230402098bcbc558a43e500",
        "IPY_MODEL_ca0750d889324ec2bf543800410bed1a",
        "IPY_MODEL_bbb55501003a4d9e972d0fc65d0f5131",
        "IPY_MODEL_b4577af772524f91b5d00b9b11dbbc03",
        "IPY_MODEL_78dc11978ac74e79aa738b46b6d4e13f",
        "IPY_MODEL_ee26cedaf9f44aa6b142c945f95b6cbc"
       ],
       "layout": "IPY_MODEL_845f308074f741279c2b0bc1636e129a"
      }
     },
     "f3c050dadfb745b78e5c6a3285971d2f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f3c1003c248c40f1934d3bd0c7f94f09": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f3c9cab6db584a9284766979a96c247b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "f3ca8786ad99423299206f71ffa5a83e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f3cb173b0c2548caad7fdbe5b6ac05b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_7e4ef6bde6a045a9aef0a0b2a72368fd",
        "IPY_MODEL_fa178542593a403bac1c7fa990a33c90"
       ],
       "layout": "IPY_MODEL_a922214e598e4968b0d2a5a5527f8ef2"
      }
     },
     "f3ef5e8b205b442ab40abaaf3d78e0ef": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f3f2bdcf574f44a0a427b64470c12d23": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f4082427765b4474ba49aa1b329282a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f418802892d9422ba71b9024903bda66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_bf52b5a10621494e85b0bc49e15aa1a2"
       ],
       "layout": "IPY_MODEL_7190105ac23b44c1bbacb8681dbe0c41"
      }
     },
     "f429b69e3509460380fa6c3ec136cf7e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "CheckboxModel",
      "state": {
       "description": "ReLU-DNN",
       "disabled": false,
       "indent": false,
       "layout": "IPY_MODEL_2367189f56774e49993b1c3a83df16f6",
       "style": "IPY_MODEL_381a508ba90943f4ae928d36eecd82e6",
       "value": false
      }
     },
     "f452319f9513436dbb9046399994e266": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f468c2bd1cbf4e03bf824218cb98ab71": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "f46f293a56f044e0a5f433d8cb9b095b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_e17f4fa4c5da41289f4fc36ade01f0b2",
       "style": "IPY_MODEL_9631be19984c4d9882eda6950e160fbd",
       "value": "Inner_bags:"
      }
     },
     "f475feb1d60b4de5b027e88192448313": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_972879fbab2546d2b3dd07a7a125367d",
       "style": "IPY_MODEL_496808367d2f48a891c85ef7413eaafa",
       "value": "Subnet2_size:"
      }
     },
     "f4898bb6a0f647879125bea0b212a5c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_38ca9e99bc6f4a0288224dfa0a0e3ab6"
       ],
       "layout": "IPY_MODEL_ecbdedb09950454f8df5c8a85f4b5936"
      }
     },
     "f497a726f1d941b4bd30ad150015bc41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f4a2651fda174a62ad809f886e8be8f6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "None",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label"
       ],
       "index": 0,
       "layout": "IPY_MODEL_acd689ffb62b450a97dd68a6adcedaa4",
       "style": "IPY_MODEL_85dd45f68ff94f5ea06964b014b88cc6"
      }
     },
     "f4bd777b1aa446278a3827e598a6a201": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "f4c81cff359442428088ce46e994a508": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f4da2529ef4f406ea3d097a662792bf8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_37a28c55673a4ebdae59229a2116c096",
        "IPY_MODEL_6e45d307289a4a1aa3dd40051a99d877",
        "IPY_MODEL_8647b875d6a54615ba9d2115cef5078c"
       ],
       "layout": "IPY_MODEL_70756e4562d3480cb5cd1fb08fe727b4"
      }
     },
     "f4ef0db2b427492bbae61f6394066711": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "f4effa7ea3e3474fb1f6914082876524": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f4f72ea76b3041f881cf8d3ad733648b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "f500f3e9bf2b4ae6925f83611b0835d6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between",
       "width": "50%"
      }
     },
     "f51b47e5a536445fa02b2fbd9915f084": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f5291375bf1e4e8abbea3b287fcb74be": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f52dfb1836984f6e8b3d3b8ff48c958e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fe2983d6f57b49a5a06fbcf64a7668dc",
        "IPY_MODEL_d168db5908854130af4da4af811474e1"
       ],
       "layout": "IPY_MODEL_ba323e1373e24eabbb62ca869467fe94"
      }
     },
     "f54c9e3900be4511b5b301d0bd892ead": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "f54f7352f01b407b8e410e9febf83060": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f54f7b11b3984002bc5b4bc9e6edf738": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7ac076583dac4d25b51590631bbc6f8a",
       "style": "IPY_MODEL_e45b88a8688e4f53975d1ce1271ed922",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>name</th><th class='pth'>n_missing</th><th class='pth'>n_unique</th><th class='pth'>top1</th><th class='pth'>top2</th><th class='pth'>top3</th><th class='pth'>n_others</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>Segment</td><td class='ptd'>0</td><td class='ptd'>15</td><td class='ptd'>Segment 13 : 15000</td><td class='ptd'>Segment 6 : 10000</td><td class='ptd'>Segment 12 : 10000</td><td class='ptd'>28240</td></tr><tr class='ptr'><td class='ptd'>1</td><td class='ptd'>Label</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 48714</td><td class='ptd'>1.0 : 14526</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr grey'><td class='ptd'>2</td><td class='ptd'>Age >= 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>0.0 : 31823</td><td class='ptd'>1.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr><tr class='ptr'><td class='ptd'>3</td><td class='ptd'>Age < 62</td><td class='ptd'>0</td><td class='ptd'>2</td><td class='ptd'>1.0 : 31823</td><td class='ptd'>0.0 : 31417</td><td class='ptd'>0</td><td class='ptd'>0</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "f553f36f25da47a7b1bb0a18b0c5445a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_d3c245a31194406e8799525214935b0d",
       "max": 1000,
       "min": 1,
       "style": "IPY_MODEL_2ba14215837346a5826b38de80ca096e",
       "value": 20
      }
     },
     "f56de60f51ca40e2b078f9a8c4e1fe6b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "f56fc6eba1a64a238edb0e02fe5bae1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b4cac921d7d84a07804244da7e68f08a",
       "style": "IPY_MODEL_42966b21de344b7c8326d0926cd7cbd4",
       "value": "Learning_rate:"
      }
     },
     "f570ea6d7f8b420c8a33a1ad4d46d89b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "f576caa0671745158cc8a1130b56d0c3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f584cd7f73fb475d88425b96ad643351": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f5931fcfd878415fb75c9f6cca7dffcf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1b798bb1de754259b7b58697e623a4a6",
        "IPY_MODEL_50ea3ee6a74f4ee397be11f4636b0887",
        "IPY_MODEL_e5968ecb6b0741d781c33927ad7cdf1a"
       ],
       "layout": "IPY_MODEL_4550cef4fbe44f7abac1af3a4fda16d3"
      }
     },
     "f5a34bc45bea4790adc2afc964422f1a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_58782cb5546c429c9951fb0a7c917fea",
        "IPY_MODEL_987c8fc2cbcc4c719d5640ae87624b17",
        "IPY_MODEL_57c85fc95fdd410c8b2243c5ab7f3faf",
        "IPY_MODEL_dc866ebf9d3449e3b842fdfce73e1e92"
       ],
       "layout": "IPY_MODEL_0fe4016d1e604a4ead25158f6d9f11e2"
      }
     },
     "f5b24103343648b285c6f6e4a4242986": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f5c071b145644c2eb9be2a9c41a3dd5d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "0.0",
        "1.0"
       ],
       "index": 0,
       "layout": "IPY_MODEL_3160199095884fdc85690a60641a13e4",
       "style": "IPY_MODEL_535ebbbd826144b19ac36762d189dc69"
      }
     },
     "f5ca27c8b43d431089a4d030f4af9669": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "f5cd3e5e99e345a7b67627bafb45e985": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_11fbd4be59cd49559f76db827018e8a8",
        "IPY_MODEL_b66b8ab7e1744e298edbe854b7c8c0b7",
        "IPY_MODEL_714c8550f6924dd4ba8e60815db80c38",
        "IPY_MODEL_f475feb1d60b4de5b027e88192448313",
        "IPY_MODEL_ebd8a56d589e4f56889e6ca99d1ac2c5",
        "IPY_MODEL_99140cd5fc2946d1bdd44b93ddfcd1d7",
        "IPY_MODEL_d72bf4ed39944cdd8dc76232fee72bb9"
       ],
       "layout": "IPY_MODEL_eeaa3215d8414a63bd54ffff901fba97"
      }
     },
     "f5cf3b6c792b42ac94e444dda9038033": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b65a2ccdaf3143278dc6bb47c8a3469d",
       "style": "IPY_MODEL_aebd01040c0540fc9265052cd4247500",
       "value": "<div style='margin-top: 10px'></div>"
      }
     },
     "f5d1217daf05475e9b5df326a3dd9a66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f5d2b5520f404358b084ed9316fb8cb0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f5e00eb748014548807b548ae014b150": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f5e3b2f636ee4895adf0ac7c248003df": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f5e5b58e32844808b52ec1ed0b6f84a7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f5f392a7a50d4554a5b1abbbeb338889": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f5ff0f8b485f4f4aa791783ab671f5bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "80%",
       "width": "60%"
      }
     },
     "f64307db6da8455bbf89cf835cd4e110": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f64513731c83423d92a38296b8cf1c3f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a3f8ea7a426d4e47822dc8970b5ed526",
       "style": "IPY_MODEL_0ec6f35a67484c6093c045d8cdf41657",
       "value": "<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>"
      }
     },
     "f6557b2010e04f75b41af944ebba7611": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_a0ec3839f8314368b51da8821aea10d8",
       "max": 10000,
       "style": "IPY_MODEL_318dd7113f4b4d17b26c1cebcd6a3274"
      }
     },
     "f66189b0da654160ba36150f468bd2d8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_a2365503c91a4689bd4b23aeb5c183ac",
       "style": "IPY_MODEL_8446449e210043868069925e7174f475"
      }
     },
     "f673170d47e245d08bd47d64d77bd6de": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_2f22b291168a4032902344a081e6d042",
       "style": "IPY_MODEL_af0fdef14d7d4731857b1db4a588ae29",
       "value": 3
      }
     },
     "f6734ffc4aa148f399a71acf7951f7fd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_26de382593744e2aa279b324883deb18",
        "IPY_MODEL_9e97b0e0e7954a4daaf929886958dd7f"
       ],
       "layout": "IPY_MODEL_eb18f486fa92466686342b322c178781"
      }
     },
     "f67c23c22e2448adb396bb9fd03d129c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_2dfde259870e4814902cee4bce186626",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "ab9b2f1e68b247509da19be35cbea149",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "VBox(children=(HTML(value=\"<div class='divider'></div>\"), HTML(value=\"<h4 style='margin-top: 0px;margin-bottom…"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "b915ded2a45e4b7e85fe4125f6297fae",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"\\n        <table class='ptable striped'>\\n            <thead class='pthead'>\\n                <tr …"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "f6869a0a8ae14f86ae8648bef3b6e686": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_47f1b235178c4e16870f88991b4f45c4",
       "style": "IPY_MODEL_16260f0bab114d878696b137feff5ac6",
       "value": "<div class='divider'></div>"
      }
     },
     "f68a7ba343db46ecb931a71bd5d0cf75": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f699a8fdd88646aa8cd64441244d3156": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f6a3b1e6450e40f7ae473da3837c46e4": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_ada9eef4d15543f18d2a33bdd2c5cd9b",
       "outputs": [
        {
         "data": {
          "image/png": "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\n",
          "text/plain": "<Figure size 432x432 with 1 Axes>"
         },
         "metadata": {
          "needs_background": "light"
         },
         "output_type": "display_data"
        }
       ]
      }
     },
     "f6ad636744b645b5ad4304e7b8ae40a8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "55%"
      }
     },
     "f6aebe4136244c8aa5c5b6ad5f90e663": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "justify_content": "space-between"
      }
     },
     "f6b7eb59535e4cfdb55046b6c5b2879f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "f6b86cd00ec7429b83d107950dd132b8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "f6bc513240714f428455b8e2fe13b645": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "f6dcaca9707748a4837655419aee3354": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f6e2f3faa85b4fc288c1b2d21fcdef82": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f6f14510d95f417c8b7c4a5fc6fa66ea": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_dd5ff6a8eaf848ffb5ed5cfe699cc0ef",
       "placeholder": "Input name",
       "style": "IPY_MODEL_58a3d1b93dbc4a21b857ccf3b6c52b16",
       "value": "Tree"
      }
     },
     "f6faded729ba475d9b810c3b73de0319": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f70d0e68f6ec4ab29d81a5b57729da93": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_91b421a9920b4b6882146a4040fd6c05",
       "placeholder": "Input name",
       "style": "IPY_MODEL_a2646a0a98274016aeb3353211737637",
       "value": "ReLU-DNN"
      }
     },
     "f70efd4cc9f0453a8ec87554ad0e1fdb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f733e85820b7474fbaa69b0ab51a2078": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f737ed9c9cee4aa2bfa9559aec1d2132": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f74e14b847b948cbb41817e6774b0359": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "70px"
      }
     },
     "f75ce396a22c4272b3616689ad6a903b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f75dee5b95a446f0882e6228badaec85": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f76059ee19814061bc83d597adaae31e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f761d178021e46c5982d2a173a3b49cc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f78e47eb5bd7452dbd6587acd060199b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f78fdc9582894ca089cc711ce59871b3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f79d693469be425cb55f004dc684e6a6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f7a72918b41c4ca0a86f0f27c9010648": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "f7b97314b4754075bcb887ef39364e69": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_8d9ee03f7ec94cd5a1724780a16dc2f8",
       "style": "IPY_MODEL_43e0264f4a4442ed8a9e0b26e0ae5b3d",
       "value": "<div class='divider'></div>"
      }
     },
     "f7c108ca9ec94a9a970573851f5d6610": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f7d2217812ea4a2798bd8e9726e58286": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f7d4f55dee234725a603acdd4a6faa6e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f7d8023fd879413f8c2e939c54aa5ef1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "15%"
      }
     },
     "f7d8d3330a5d446e9cc494826edf9134": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_2685d0381f6945659064a65130a1f352",
       "max": 1,
       "step": null,
       "style": "IPY_MODEL_65d7f019ea74442a9b566fd0f9883ae3",
       "value": 0.0001
      }
     },
     "f7da58b9100f43ed9de9937cbd0f21ba": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f7dcc64773bb46b3b33f97bcc21c8b34": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f7dd2c2738f840afae4a92af866eb52f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "DEL",
       "layout": "IPY_MODEL_e35ab0cf24c74292a77ef177d35731fd",
       "style": "IPY_MODEL_15d9b25254044f5e8476d4abe8845a3e"
      }
     },
     "f7e6ac93eaa74804a46733af5c20d80e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_efa46ec8bcf5432981688a08491c9ab2",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_2df4d7ff497d4627a59d85952eee19c9",
       "value": 20
      }
     },
     "f813fcec3173489faeff0e4be513d22f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "f817b831d863406aa33235aaaf4ffffd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f82bb4f5a9514b2abafdc3ba43077511": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "_dom_classes": [
        "list-item"
       ],
       "children": [
        "IPY_MODEL_e3f39a7a02ec4a578775537f2d935a15",
        "IPY_MODEL_784cbc6ce4c8493b85d75abb4cfc9c4e"
       ],
       "layout": "IPY_MODEL_eaae9dc8b83a47cf88f93fbaa631c394"
      }
     },
     "f83006cac5d1420faa50a04025c392dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f8349b4dd8034a30af5fb80ac2f3b5e6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "f83cb9574d774d2fad4a58eea29740f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f8427f0117654b12b0ddd19f54b433fb": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "display": "flex",
       "flex_flow": "column",
       "width": "100%"
      }
     },
     "f852fe4de5d7426a925243908fb5a200": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "f8598a11ce7c46dc8c9795e425223269": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f85b37dade9e462ba6bff1ec3cb65aef": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select",
        "Segment",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "Label",
        "Minority",
        "Majority",
        "Age >= 62",
        "Age < 62"
       ],
       "index": 11,
       "layout": "IPY_MODEL_904303c4bd1f4ea2a4df5d58ea453bd4",
       "style": "IPY_MODEL_4b78cdf5052a4f799c546c87d09cc21c"
      }
     },
     "f85e7b6858094a519b8950d126432ff8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_295226085504460d8af4cac2ce6136f6",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "aa3c29ded8c54206a565784fb982f509",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value=\"<p class='notification info'>Model Training Done</p>\")"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "f871ab30225b429fb1d97d529aa1c9b7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_01c475a04ccc49b6bf03ae947883522b",
        "IPY_MODEL_3539293100eb4304918c310c8c88df19",
        "IPY_MODEL_f07aa465c1be497c91cdbf3cd146b37d",
        "IPY_MODEL_8f9017cdcf5344f8bf31d35bbb378680"
       ],
       "layout": "IPY_MODEL_2db1c1c5dd8845f1b0e1f688c844ae14"
      }
     },
     "f8781c43282042a48b99e24fa37a2f3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "ADD",
       "layout": "IPY_MODEL_281c094f2e794e599a6773317e9baece",
       "style": "IPY_MODEL_996a5214e85442fab56accef3ffec095"
      }
     },
     "f89090626ee34f62b153d8e7f4f3ba43": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f894b0bf5def4d01bcf122dc8837e9fc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b6f1f138a880444eb596f8126808abd4",
        "IPY_MODEL_35a35965c16d46c89e63717e5534277d"
       ],
       "layout": "IPY_MODEL_03d86391f8ba4ab2aa56e84bd042f5f0"
      }
     },
     "f89da0aedbd2445ba590b536e1bac462": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f8af81a1dfe846b49c28916b9adb04dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "fix-img"
       ],
       "children": [
        "IPY_MODEL_dcdbc70a401a47c6b91b5c80ab094453",
        "IPY_MODEL_35c982c8efc54d0bb45f682f0dadccc9"
       ],
       "layout": "IPY_MODEL_d9d84084f12a4b8f885f1c97bc0048bc"
      }
     },
     "f8b42f0edc4a4a21af685895bb4c5a0c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f8b57902d18a499292aaef51f8860487": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_680e1e264614412ea83fe7cdb4aee184",
        "IPY_MODEL_1e81e5a5825c4930939de8a4f5d199b7",
        "IPY_MODEL_aeca7824225449f3a53812a847c3b854",
        "IPY_MODEL_83547385c9ec4432b3897258f7f13138",
        "IPY_MODEL_49d5ee9ef0174ed2a08d26bf9392984b",
        "IPY_MODEL_7183bddad2f14c96b69975ebc92c6a53",
        "IPY_MODEL_f0d60fc035c340e8bf884bd10abcdeae",
        "IPY_MODEL_956940dd30464894a67de90bc69da224"
       ],
       "layout": "IPY_MODEL_94eadf54074f4993bd6c1c60fb3f6e99"
      }
     },
     "f8efa25c1921423ca51f7350c5ac0993": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f8f67cd58608434696f1a36ea1f04f01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_04153abbe9b24356a58cd257abd3582b",
        "IPY_MODEL_b1d7a92af40049bcacd758e32babf867",
        "IPY_MODEL_966b7f15d8024787827d95706cab6450"
       ],
       "layout": "IPY_MODEL_86c5a779598440ea88fdfae9cb024bd0"
      }
     },
     "f8f945ce3d9945fda0882ea7261663ca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_6ade83bf51444daba6dc2501245de5fe",
       "style": "IPY_MODEL_ad7db795750f41dfa9bb6cc841e9b6ca",
       "value": "<h4 style=\"margin-top: -5px; margin-bottom: -5px\">Variable Impact:</h4>"
      }
     },
     "f8fb670b71704bcba1afc730252efb0f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_d184c8361f2f4fce9edb80fbde72c94a",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "f64513731c83423d92a38296b8cf1c3f",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HTML(value='<p class=\"notification info\">Excluded attribute \"Age < 62\"</p>')"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "f929b7796f484aecbc0deda88782439b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f92f24933e954459b2849b1f5544de1d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_598c206ca919495ea78294f4bd9a900e",
        "IPY_MODEL_55c2a94913a54b9e8d4801d9d2841c75",
        "IPY_MODEL_e7a69a5cc7314e209f5873cd1e9c5063"
       ],
       "layout": "IPY_MODEL_a115f6ebd0ab4d939d6eb81169839e48"
      }
     },
     "f9332bbb4f7b4ffb87f9b79f78feb64a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_b703b246c83a4bcabe99bc8ea05efef2",
       "style": "IPY_MODEL_565f7366843f4470bef95fcf707232a9",
       "value": "Model name:"
      }
     },
     "f93442b36a764908b6d935cd6957133e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_5c7cc78046844f96b5fa03228840f602",
       "max": 100000,
       "style": "IPY_MODEL_1ba70c742f0747508f95f7a507f281b5",
       "value": 5000
      }
     },
     "f93df42c2b0b45a0861e5b138aef0c55": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "f94681d37b734e339cca0758b86f8801": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "f9726fb63aa344e18adf5bcfe1d51c3c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f97ba3b525e741f5b78276ff13aaacc5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f97f59773301450c9bc765377cf09020": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f9870234e1bd4ce8aef42dfa43a7c47a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_faeca4da6ab341959c231ff679d0d15e"
       ],
       "layout": "IPY_MODEL_900adfd0999247759e765f2e39427573"
      }
     },
     "f99c5d8e383346f4a0588005d7cefdda": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "f99f8a3c5613415cb42d594ff453b54f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f9ee487241294f31a3e94f549e78f563": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f9f9328b52b64c57a8cd64f1f574d039": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "f9fe0da7188244c29c693f13ba7e2b50": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_e2238da6533d4ebb8364a4820dd78c91",
       "placeholder": "0,1... or \"f0\",\"f1\"...",
       "style": "IPY_MODEL_bb429529635e4b0787c24e0efe8b69d8"
      }
     },
     "f9fe76a2f9b042cb98fca402256fb8b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "20%"
      }
     },
     "f9fecb8fef2a47a5812a8d14c7457825": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "80px"
      }
     },
     "fa178542593a403bac1c7fa990a33c90": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "_dom_classes": [
        "inner-card"
       ],
       "children": [
        "IPY_MODEL_9a304f0586154da09820acd966ed07fe",
        "IPY_MODEL_e542745528d0495380eb6c91a62b3bbc",
        "IPY_MODEL_a37a6bf6c0f743c5aaa8af1271589612"
       ],
       "layout": "IPY_MODEL_7a23240278f6436bb49a995ec989cdd6"
      }
     },
     "fa185cb768fb43f48cbf950190342e85": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "120px"
      }
     },
     "fa339947c3e04f53a8f2b9f0364d1b66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "fa4003a53f1047ea9100572994207ac6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fa51990013df4f6abf699e5124aef615": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "fa651cf283354c478eb545a3461d799b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fa67cf110c3548f398d87aeb43d733f3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Select Data",
        "CoCircles",
        "Friedman",
        "BikeSharing",
        "TaiwanCredit",
        "CaliforniaHousing_raw",
        "CaliforniaHousing_trim1",
        "CaliforniaHousing_trim2",
        "SolasSimu1",
        "SolasHMDA",
        "Upload new data"
       ],
       "index": 8,
       "layout": "IPY_MODEL_2597f27138974843a1f5a8234678b53d",
       "style": "IPY_MODEL_0a7df788001345dd813a13626ea54329"
      }
     },
     "fa70da44724b42d2869af65285d3032b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_9b8f76dc462d4740ae017849d5eb92de",
       "style": "IPY_MODEL_764d8a4babe14d2b9c125bf86f8d3653",
       "value": "gamma:"
      }
     },
     "fa7464822299458cb593fb7e152a2309": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fa7e0f0b47d343d38e26ed4e3b167f66": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fa8aba9b0a354d7c990faeb621b247d5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fa90f125eba0410684ad3d152063fe79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_3029b328430c4484bcfdb8d958db5414",
       "style": "IPY_MODEL_66f197c93356454998dd2d825d58903b",
       "value": "Smoothness:"
      }
     },
     "fa95b0265f684740abe8816d3e63a154": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1da7b4f8e529482a957ea430e6b6389f",
        "IPY_MODEL_78b8689e93794812be35483365fb7ba1",
        "IPY_MODEL_3ad50c31bab1487fa6e4f3aa963086b1",
        "IPY_MODEL_1542cdd3815c4281a15eea06079236aa",
        "IPY_MODEL_2a0af3206daa4f7e951b0fcc3e6a3f93",
        "IPY_MODEL_46531e4ffa2342669c1c74234b640d6c",
        "IPY_MODEL_f6557b2010e04f75b41af944ebba7611"
       ],
       "layout": "IPY_MODEL_c3fd8fdfe7614a54a7aa44d100f2fa93"
      }
     },
     "fa985e8610cf4efa8d86878f63f5c4e7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fa9920332b5d462d97c2fac0b5d72e08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fa9afc3845f44874af88477465486711": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "faa7be92972540b8ae077910bd57fdfa": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c8dfd63852dd4281a93ab2b2ef2cef0f"
       ],
       "layout": "IPY_MODEL_6b4664d379ae48e0a0bb9c05b8b7c152"
      }
     },
     "fab138ca54de40bf94a539f20e508148": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "fab96d3ea0b34ef8995c8b8f63f77cb1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fac83db79f8d4221a1521ea67ff4c057": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_5386373ab5d94782a62053f4d31bdec4",
       "style": "IPY_MODEL_5f5d4070b6794396b57fd8a6644b5665",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "facfb73d06a6406db265f8e4dfff79f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fae4f6de056a4d2c8f6fe5c785a60427": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "faeca4da6ab341959c231ff679d0d15e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7378c698576f4cbf99d13fbdcaff46b5",
       "style": "IPY_MODEL_138dfd21a00b4814abae2974b5b99a0f",
       "value": "Feature:"
      }
     },
     "faf321bc02b046d895a62f1274d4eaa0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fb010ee1356b4cfd858a33fec7ba59d9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fb064aeeb86940c786bb491284bbbe8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "70%"
      }
     },
     "fb12d7500a884310b94493ff09303bb2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_528fcc9b8e2c4cceb83c5a7b533e59ad"
       ],
       "layout": "IPY_MODEL_81cdfc31c9334ec2b245a686d25d1730"
      }
     },
     "fb48550dc8674003bd6d73eed33673a2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_040a2a976f2d4ae99cda2198b67301f6",
       "min": 1,
       "style": "IPY_MODEL_4a4592a7495741ad979f6d3c9620e745",
       "value": 5
      }
     },
     "fb4b0b5f6ca9488ca6efc4871d2a10dd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_fb12d7500a884310b94493ff09303bb2",
        "IPY_MODEL_96c8d5d02fa740d3a0faef8560e85959"
       ],
       "layout": "IPY_MODEL_ded914cf9ac544adaff00a4a12261a28"
      }
     },
     "fb664016702e4243b477020023e8b595": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fb69d14a3d524a70b44ff28ff52028bd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_7f86b71d0c254c5aafb2b2f0c6cfc7a3",
       "max": 1000,
       "step": 0.01,
       "style": "IPY_MODEL_515382aaeb3b4d4c880a1de257a2de22",
       "value": 0.8
      }
     },
     "fb69ddbc49984a3e9fa8cce0cbc07268": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_c481e426e0084319924ab9381da237c7",
       "placeholder": "Input name",
       "style": "IPY_MODEL_ba996939e82a42248627d8da10a21aaa",
       "value": "GAM"
      }
     },
     "fb6eefea95d343efb089533ed8d28b30": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fb701cd04ad342fdbdd83182cf0df5a3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "description": "DEL",
       "layout": "IPY_MODEL_6f9799f486a546a6b31845742d969dd6",
       "style": "IPY_MODEL_39b64a81e5464074ae3138eea07d7c58"
      }
     },
     "fb7a2e76b01240268246066f7eeda318": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fb7b2d40771a477d95644db3db33674c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "fb7fb3ba4e3340cf9569c95b6642bf6c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden",
       "width": "auto"
      }
     },
     "fb7ff12472e04edcb7432ec950f86658": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "column",
       "width": "30%"
      }
     },
     "fb8f832eab884ca5ac88d5f9db6f15a6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fb92a76dd7864aeaa84c799ab5deeb38": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_603cdd033b9640ac8a425b98f46f7e47",
       "style": "IPY_MODEL_8a6de14c94bc446697dbd0c85414e154",
       "value": "Criterion:"
      }
     },
     "fb95083c0bb847b09d66bcd820f8bdc2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f10c591e6c2744c5abd402f36e3daf47",
       "style": "IPY_MODEL_ae67c543f2ee43a4ad458a542c55a9e1",
       "value": "<h4 style='margin: 10px 0px;'>Choose Model</h4>"
      }
     },
     "fbb771d8c3d543018d5696f595e81eda": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "cog",
       "layout": "IPY_MODEL_6b1e44da552b4194af972b0b21b99bbf",
       "style": "IPY_MODEL_e2519bb8609440ad859429f325ab4349"
      }
     },
     "fbbd58306b4748dd92db0d5d00032761": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fbbd61a0c644451cb7b6c227cc899be8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_e7a14b451c5f4b4ea28b5c6ed4ab9010",
       "max": 8,
       "min": 1,
       "style": "IPY_MODEL_33f5702ffccd4c139bf420b531dd3eb5",
       "value": 4
      }
     },
     "fbc928a833204cc8b7d4bf3f2c2f0bfd": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fbd529c95a7149dda0f3ff80c0f8bb28": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fbe7196bc2b14f1eb3c4e07ac3b346c4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_2251aaa251d8476a9032f70642661b8e",
        "IPY_MODEL_c945c1c33c4944c8a8a2884fee4560b2"
       ],
       "layout": "IPY_MODEL_ff63203efd85460e8b7edff6e9e95619"
      }
     },
     "fc03e1615c8e4edbb5ecffd5d475ab01": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedFloatTextModel",
      "state": {
       "layout": "IPY_MODEL_d1b0002cf7004e99896a84664b6ad848",
       "step": null,
       "style": "IPY_MODEL_e8568d3cbf9c45c9890ca02a7ec3a9cc"
      }
     },
     "fc19fb04019a4801bb40f414f9e9b2a4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_4b1a0bba4f284ddab88855208140f4b3",
       "placeholder": "1,2... or \"f1\",\"f2\"...",
       "style": "IPY_MODEL_27404c2613bc4da0a6ddefd13bd276ce"
      }
     },
     "fc2ea0de54f04a7e9c25b81808969ece": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "fc32dfdea71c4db0baf5ea4b56835b98": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "fc41ff7895894605b0f7d443fe0f241c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_7ba15d66690449d7800e66cd5872fa82",
       "style": "IPY_MODEL_817ea580b5bc4272bb743fed971c6719",
       "value": "Delete Group:"
      }
     },
     "fc57306666ff402983fdd02e5502246a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_981e16f8962346d4adb554be0374e8ea",
       "style": "IPY_MODEL_e570dfeb2c5348b0a93fc1106ceb05b4",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "fc6404eac4544900ae170fadff6c9026": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fc686ea67e66418dbd6895af5de2c26e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fc82325b64a047019fc26e230e213112": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_1ec511c533c44c188527aa2d970741f2",
        "IPY_MODEL_385c49028d4c4b2cae10566e98924f86",
        "IPY_MODEL_8339abc6bc3547258b08317335ffe5e1",
        "IPY_MODEL_ed9a2823de1546e680aacf15c0012c9e"
       ],
       "layout": "IPY_MODEL_991e258ee00e4866b31499fdf880aba4"
      }
     },
     "fc8d62e92b3747dc9353dc287d6f761e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fc94111b990e4d8db659e23764773ab1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_8130192f60ec4a88add6fb4e56943e79",
       "min": 1,
       "style": "IPY_MODEL_2a73b43ab47944b99b0d7f56e6af666f",
       "value": 5
      }
     },
     "fc9414b381cb498cb8fa018176385dee": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fca552763ba84de29953f64425ff384c": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_af357f2ec6724eae8f2fc2844db0090c"
      }
     },
     "fcaeafa6d4a940af846fed1823ce99b0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "fcb0c91608d1412698395dbded0756e5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_40e8e2cc63bf4605bb50a1c330db97b9",
        "IPY_MODEL_9584eac0bf254d849e37a2a570529d29",
        "IPY_MODEL_e611b736bbe840ca95f674d650d104ce",
        "IPY_MODEL_2f56da56acd24485bbd60ecfba2e5dc0",
        "IPY_MODEL_f0a656f2e1ff4b7e94385213b045e2c6",
        "IPY_MODEL_aa2c2343ba0e4cb7b9f18e24a3d3993b",
        "IPY_MODEL_dcd5ecfcdcaa47ee943ef5ba5c0650ee",
        "IPY_MODEL_ff815d963ee5459bbcde4b2fdb99f250"
       ],
       "layout": "IPY_MODEL_61e32e487ce94ec68c03aa0409d5cf19"
      }
     },
     "fcbd1eb864c645b5b2b8816cc8148ae7": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DropdownModel",
      "state": {
       "_options_labels": [
        "Type",
        "categorical",
        "numerical"
       ],
       "index": 0,
       "layout": "IPY_MODEL_44898434293443a692635f78c549befe",
       "style": "IPY_MODEL_a7db606c619748d0bb9b877f0d62ef10"
      }
     },
     "fcc3a9b07749499dbae2f3429758443c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fcc673417a3948a7bf482a93cda672b6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fcc8c1cc4b3943c291c3f165c3b67987": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "25px"
      }
     },
     "fceed166f456449b806be0e27c98b9b4": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "fcefc8525c07439fb9fe221145959c29": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_99dadb8ffdb043328210feb325093bd4",
       "max": 10000,
       "style": "IPY_MODEL_a2192af173524863b6940307521f5af8",
       "value": 256
      }
     },
     "fd198bc2c0604d81a7f3e4f8aa7b6a45": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fd1e01d795a74916bb23259a35d59370": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fd34840dc6e743059f74d4560678c95d": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_79eb791eb62b44acbe69b3a66e90a86f",
        "IPY_MODEL_444f5e5cb8bd42fba2b8d343950e2d95"
       ],
       "layout": "IPY_MODEL_9725b8816d424101a5ea3a318620bb4d"
      }
     },
     "fd3fc58cd36040639ae949fb80480b62": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fd44314282d542bb90e8c28d3631b5f4": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "fd5386a17e8948579585790b74ef0587": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "fd59f0d3f01e4d0d9cfcd06027ed450b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fd5e1b60761640f8a30b51006bd5f3d3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fd5ee2ce64b44e60bf2106958599379f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "fd6363c440df48cfb317bcd03db3a908": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_71525d0546f34f2f95ecd537a19429c7",
       "style": "IPY_MODEL_00502772983d475e997edd2437039afc",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "fd7109380ced4f979144954bd3dbc3b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fd82ec86bd2b4c5c9f4ed82a032b0c3a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fd911dc324084971b321d829e0f4b4a2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "fd97c15723534d5caea392526a94d41c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fdaad07d3cf24b6c93414f57f41b97c8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fdae37c91a1542669e220914a540871e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fdb2fdf8ea2242ac945ee6a52fa217f8": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_b1072892ba5a4e28861997f04074a2b8",
        "IPY_MODEL_7067a7ecaf59423eaec048ffea1cac0a",
        "IPY_MODEL_6123b3915fb14c378d026ad32902ecc2",
        "IPY_MODEL_f0eaf6d5d8e04f928c27e716cc7a4cfe",
        "IPY_MODEL_02856b7c0e2f48678b563882c7c48524"
       ],
       "layout": "IPY_MODEL_5c825d395b37491885341f8759cbd8be"
      }
     },
     "fdb35bc0d01f4ed180d166f8ba97f04e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fdbaafeb35df4a2c830a5e8541976a27": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_a71a2ca676554c7583a18a06989af571",
        "IPY_MODEL_17a7746d690d4c06b1f369570ad23bc8",
        "IPY_MODEL_541f75a0f80e44e89dbc010e5f3d56b2",
        "IPY_MODEL_b10c2fede783406a978f3b53dd9fb77d",
        "IPY_MODEL_54f519eafbbb4a8195a4e918cbb0047e",
        "IPY_MODEL_c21e17dc7af545ba89691219e6233b91",
        "IPY_MODEL_568e8751cc1c44fbb9afa4e50b5984b9",
        "IPY_MODEL_d5e0a53f0d7742bbbe8771e355cd2495",
        "IPY_MODEL_4960fb0df6a84fc894d0ceaa50b48802",
        "IPY_MODEL_8ed847b01b494aa883f60ca6c3b51b5b",
        "IPY_MODEL_06576ad8f0644e65b1ca172ac5200515"
       ],
       "layout": "IPY_MODEL_dd34f16ee15641f3a326f881533fa313"
      }
     },
     "fdc8d251b061494fabfb8b2ca6c5e8f2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fdcb745600e9492483419ecf556fb078": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fdd2f5f1685d4666b0e270e51a925c97": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoxModel",
      "state": {
       "children": [
        "IPY_MODEL_cf3d51d1c6244d479734eb8cebd5c631"
       ],
       "layout": "IPY_MODEL_5dbb6f85adf74f5e917780a1296549b7"
      }
     },
     "fde64f5a064548dab34e07893b66f06f": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_55aa69118f61472a9eeec6eafa257f75",
       "style": "IPY_MODEL_977e500759dd434d884a3be61fa2199e",
       "value": "Spline_order:"
      }
     },
     "fdf6a86a8285459e826782e4c92247e3": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [
        "register-btn"
       ],
       "layout": "IPY_MODEL_4168dff01a9445d09cefaebc16d1d9a8",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "5aca6e56c8454660a3204dca73916c53",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "HBox(children=(Dropdown(description='Model Name:', layout=Layout(width='55%'), options=('Select Model', 'GAM')…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "fdf8b6529ccd40c983c801a1f2dd724a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "155px"
      }
     },
     "fdfb65afe31a45ef832953ff071b30eb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_02a3f15135d9469c9a1302ea55a64829",
       "style": "IPY_MODEL_af5d50dc7de748e6aa06258c61da44ef",
       "value": "\n        <style>\n\n        .left-label {\n            width: 30%;\n        }\n\n        .card-panel {\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            padding: 24px;\n            margin: 0.5rem 0 1rem 0;\n            border-radius: 2px;\n            background-color: #fff;\n        }\n\n        .card {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card .card-title {\n            font-size: 24px;\n            font-weight: 300;\n        }\n\n        @media only screen and (min-width: 800px) {\n            /* For notebook: */\n            .card {width: 99% !important;}\n        }\n\n        @media only screen and (min-width: 1400px) {\n            /* For colab: */\n            .card {width: 99% !important;}\n        }\n\n        .blue-grey.darken-1 {\n            background-color: #546e7a !important;\n        }\n\n        .small-card {\n            position: relative;\n            margin: 0.5rem 0 1rem 0;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 0px 5px 0px 5px;\n            color: white;\n        }\n\n        .inner-card {\n            position: relative;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 20px;\n            color: white;\n            margin: 0px 1px 1px 1px;\n        }\n\n        .card-with-tab {\n            position: relative;\n            margin: 0.5rem 0.1rem 1rem 0.2rem;\n            background-color: #fff;\n            -webkit-transition: -webkit-box-shadow .25s;\n            transition: -webkit-box-shadow .25s;\n            transition: box-shadow .25s;\n            transition: box-shadow .25s, -webkit-box-shadow .25s;\n            border-radius: 2px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            padding: 24px;\n            color: white;\n        }\n\n        .card-with-tab button {\n            width: auto;\n            padding: 12px 40px;\n        }\n\n        .list {\n            padding: 0px 10px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            margin: 0px 1px 60px 1px;\n        }\n\n        .list-item {\n            padding: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .divider {\n            margin: 10px 0px;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .hr {\n            margin: 0;\n            -webkit-flex-shrink: 0;\n            -ms-flex-negative: 0;\n            flex-shrink: 0;\n            border-width: 0;\n            border-style: solid;\n            border-color: rgba(0, 0, 0, 0.08);\n            border-bottom-width: thin;\n        }\n\n        .notification {\n            transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            border-radius: 4px;\n            box-shadow: 0 2px 2px 0 rgb(0 0 0 / 14%), 0 3px 1px -2px rgb(0 0 0 / 12%), 0 1px 5px 0 rgb(0 0 0 / 20%);\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 12px;\n            line-height: 1.43;\n            letter-spacing: 0.01071em;\n            background-color: rgb(2, 136, 209);\n            display: flex;\n            padding: 6px 16px;\n            color: rgb(255, 255, 255);\n            margin-top: 10px;\n        }\n\n        .success {\n            background-color: #EDF7ED;\n            color: #1E4620;\n        }\n\n        .error {\n            background-color: #FDEDED;\n            color: #5F2120;\n        }\n\n        .info {\n            background-color: #E5F6FD;\n            color: #528298;\n        }\n\n        .warn {\n            background-color: #FFF4E5;\n            color: #663C00;\n        }\n\n        .margin-top-20 {\n            margin-top: 20px;\n        }\n\n        .hide {\n            display: none;\n        }\n\n        .pbtn {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            position: relative;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            outline: 0px;\n            border: 0px;\n            margin: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 550;\n            font-size: 12px;\n            line-height: 1.75;\n            letter-spacing: 0.02857em;\n            text-transform: uppercase;\n            min-width: 64px;\n            padding: 6px 16px;\n            border-radius: 4px;\n            transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms, color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n            color: rgb(255, 255, 255);\n            background-color: #D71E28;\n            box-shadow: rgb(0 0 0 / 20%) 0px 3px 1px -2px, rgb(0 0 0 / 14%) 0px 2px 2px 0px, rgb(0 0 0 / 12%) 0px 1px 5px 0px;\n        }\n\n        .jp-OutputArea-output {\n            flex-grow: 1;\n            flex-shrink: 1;\n            margin: 0px;\n        }\n\n        .output_subarea {\n            padding: 0px !important;\n        }\n\n        .ptable, .pth, .ptd {\n            border: none;\n        }\n\n        .pth, .ptd {\n            max-width: 150px;\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .ptable {\n            display: table;\n            border-collapse: collapse;\n            border-spacing: 0;\n        }\n\n        .ptable.striped .ptr {\n            border-bottom: none;\n        }\n\n        .ptable.striped > .ptbody > .ptr:nth-child(odd) {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.striped > .ptbody > .ptr > .ptd {\n            border-radius: 0;\n        }\n\n        .ptable.highlight > .ptbody > .ptr {\n            -webkit-transition: background-color .25s ease;\n            transition: background-color .25s ease;\n        }\n\n        .ptable.highlight > .ptbody > .ptr:hover {\n            background-color: rgba(242, 242, 242, 0.5);\n        }\n\n        .ptable.centered .pthead .ptr .pth, .ptable.centered .ptbody .ptr .ptd {\n            text-align: center;\n        }\n\n        .ptr {\n            border-bottom: 1px solid rgba(0, 0, 0, 0.12);\n        }\n\n        .ptr.hightlight {\n            background-color: yellow !important;\n        }\n\n        .ptd, .pth {\n            padding: 0.2rem 0.6rem;\n            display: table-cell;\n            text-align: right;\n            vertical-align: middle;\n            border-radius: 2px;\n            position: relative;\n        }\n\n        .ptr.grey {\n            background-color: grey !important;\n        }\n\n        .ptr.strikeout .ptd:before {\n            content: \" \";\n            position: absolute;\n            top: 50%;\n            left: 0;\n            border-bottom: 1px solid #111;\n            width: 100%;\n        }\n\n        .widget-toggle-button {\n            display: inline-flex;\n            -webkit-box-align: center;\n            align-items: center;\n            -webkit-box-pack: center;\n            justify-content: center;\n            box-sizing: border-box;\n            -webkit-tap-highlight-color: transparent;\n            background-color: transparent !important;\n            outline: 0px;\n            border: 0px;\n            border-bottom: 2px solid #E4E4E4 !important;\n            box-shadow: none !important;\n            margin: 0px !important;\n            border-radius: 0px;\n            cursor: pointer;\n            user-select: none;\n            vertical-align: middle;\n            appearance: none;\n            text-decoration: none;\n            font-family: Roboto, Helvetica, Arial, sans-serif;\n            font-weight: 500;\n            font-size: 14px;\n            line-height: 1.25;\n            letter-spacing: 0.02857em;\n            max-width: 360px;\n            min-width: 90px;\n            position: relative;\n            min-height: 48px;\n            flex-shrink: 0;\n            padding: 12px 16px;\n            overflow: hidden;\n            white-space: normal;\n            text-align: center;\n            flex-direction: column;\n            color: rgba(0, 0, 0, 0.6);\n        }\n\n        .narrow-accordion .jupyter-widget-Accordion-child .jupyter-widget-Collapse-header{\n            padding: 5px;\n        }  \n\n        .mod-active {\n            color: rgb(25, 118, 210) !important;\n            border-bottom: 2px solid rgb(25, 118, 210) !important;\n        }\n\n        .narrow-tab button {\n            max-width: 15%;\n        }\n\n        .narrow-tab-fairness button {\n            max-width: 20%;\n        }\n        .narrow-tab-fs button {\n            max-width: 25%;\n        }\n\n        .overflow-fix .jupyter-widgets {\n            overflow: auto;\n        }\n\n        .inner-padding {\n            padding-top: 20px;\n        }\n\n        .fix-img img {\n            width: 100%;\n        }\n\n        .fix-img-half img {\n            width: 50%;\n        }\n\n        .flex-reverse-for-update-button {\n            flex-direction: row-reverse;\n            margin-right: 50px;\n        }\n\n        .data-summary-tab {\n            max-height: 400px;\n        }\n\n        .restricted_table_height {\n            max-height: 450px\n        }\n\n        .input-width-with-parent .widget-dropdown {\n            width: 100%;\n        }\n\n        .input-width-with-parent .widget-text {\n            width: 100%;\n        }\n\n        .no-margin {\n            margin: 0px;\n        }\n\n        .widget-hprogress label {\n            text-align: left;\n        }\n\n        .widget-dropdown label {\n            margin-right: 10px;\n        }\n\n        .form .widget-dropdown {\n            width: auto;\n        }\n\n        .form .widget-text {\n            width: auto;\n        }\n\n        .form p {\n            margin: 0px;\n        }\n\n        .widget-dropdown {\n            white-space: nowrap;\n            overflow: hidden;\n            -o-text-overflow: ellipsis;\n            -ms-text-overflow: ellipsis;\n            text-overflow: ellipsis;\n        }\n\n        .progress-train label {\n            margin-right: 10px;\n        }\n\n        select {\n            height: 97% !important;\n        }\n\n        .no-overflow {\n            overflow: none;\n        }\n\n        .split-btn button {\n            margin-bottom: 2px;\n        }\n\n        .register-btn {\n            width: 50%\n        }\n\n        .register-btn-colab {\n            width: 40%\n        }\n\n        .fix-config-from-overflow .jp-OutputArea-child {\n            display: inherit;\n        }\n        \n        .checkbox-center input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        input[type=\"checkbox\"] {\n            vertical-align: middle;\n        }\n\n        </style>\n        "
      }
     },
     "fe0f7b0e2bc54216a5e957e3454bd038": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "fe1ec625d6544c36a7fe177da01b159c": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonModel",
      "state": {
       "_dom_classes": [
        "pbtn"
       ],
       "button_style": "danger",
       "icon": "history",
       "layout": "IPY_MODEL_d78e0b0f362c4aefb5c9da0a6fba477d",
       "style": "IPY_MODEL_e7aae76b71a84e65b0e3cb7980237484"
      }
     },
     "fe269408596c43938bc16ae3eecf8cfa": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fe2983d6f57b49a5a06fbcf64a7668dc": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a56312a56d32491d97b7a664a81f2b86",
       "style": "IPY_MODEL_6f6584665efb403e95565132550109a6",
       "value": "<h4 style='margin: 10px 0px;'>Customize Model</h4>"
      }
     },
     "fe2c9c0bf0484925ac5caf7e20d58d79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_ead0ef0bd3914b45ad31c932bdfa0b3b",
       "max": 10000,
       "style": "IPY_MODEL_81072f5ac7fd4eef94e5b6aa76dec431"
      }
     },
     "fe356510799040e9ba37de61ab6b82b1": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "fe5754023ffd4ac9bbde7106d8a78291": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_da42558befe9459dbda8c520cccf12d5",
       "style": "IPY_MODEL_8990d8f765e14990a4d27f0d8e249cf1",
       "value": "Model name:"
      }
     },
     "fe59e1804240460abd1b827fef204257": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "hidden",
       "width": "80%"
      }
     },
     "fe5ff1bccb5a459b80b5eb9d9a8a8972": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fe67e8a26ccb41e885ef24a18e5a7159": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "SliderStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fe687876f0f349f99a6294b48db11fca": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_89173cd913a8486daf0f034f684ee81d",
       "style": "IPY_MODEL_1c04bfdf8c7844d0b284657b92d23e1d",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "fe6df1be1b1c4b55b372ad8ff4af5c15": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_cb2cf2a252394a589cd697d230d24e65",
       "style": "IPY_MODEL_ac439dbaf4034ecca4b946191f485247",
       "value": "<div style='margin-right: 10px'></div>"
      }
     },
     "fe722bc7c8144c238393592038adcff3": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_f8efa25c1921423ca51f7350c5ac0993",
       "style": "IPY_MODEL_47f2ace9345d44b38000ae422b036add",
       "value": "reg_lambda:"
      }
     },
     "fe729e9ee958413298b08fb9c3ce2f8b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fe77311b0d534b7bb54b54bf78fc86b5": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fe914a33b9634d2bbd235b60bed9ae3b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fea69ebd9a9442b2be66f9a45d7ede41": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "febcafc3c1c84ae28f3c35f9fcee1c8b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_c1c3cb92d1734bc6a5fa6743aa933be8",
       "style": "IPY_MODEL_6ceefda3d26349b495813f5410448136",
       "value": "Prune_parameter:"
      }
     },
     "fecad095fba748f6963b3849ca5af99e": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "fed07bc79edc45bda111c250c2d8f718": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ButtonStyleModel",
      "state": {}
     },
     "fed9cd256bea42579c9a0e6d999f2b08": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "fee42410860d4cb0a2ee8fa517fdf390": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "feefd05e32ee49ea88053d141cb77041": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_4c15f3a3b6914cbda15a877ff0cd70be",
       "style": "IPY_MODEL_7d9a95f3b01243349e47a81cffeae59e",
       "value": "Model name:"
      }
     },
     "ff02ccc100e1487daac7c0ad59ad3526": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a46c36eace274173ad9cdfd07f35c766",
       "style": "IPY_MODEL_4d62d5c73c5b411aa438f75615b62887",
       "value": "Random_state:"
      }
     },
     "ff077166fa544b829d9958ac6eb9a012": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "80%"
      }
     },
     "ff07b996b20e45c5ad12e15880f3e7a3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     },
     "ff0b5fe96484411cac4aec95a18a4896": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "ff0fd42b32b548189fc6743c426f235e": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_a48b2ca7a9b7497d8f45cb04786b4210",
       "style": "IPY_MODEL_08a5e09216934e7f8885c09be0339f93",
       "value": "\n        <table class='ptable striped'>\n            <thead class='pthead'>\n                <tr class='ptr'>\n                    <th class='pth'></th><th class='pth'>Model</th><th class='pth'>test_ACC</th><th class='pth'>test_AUC</th><th class='pth'>test_F1</th><th class='pth'>train_ACC</th><th class='pth'>train_AUC</th><th class='pth'>train_F1</th><th class='pth'>Time</th>\n                </tr>\n            </thead>\n\n            <tbody class='ptbody'>\n                <tr class='ptr'><td class='ptd'>0</td><td class='ptd'>GAM</td><td class='ptd'>0.8509</td><td class='ptd'>0.8480</td><td class='ptd'>0.6034</td><td class='ptd'>0.8524</td><td class='ptd'>0.8505</td><td class='ptd'>0.6074</td><td class='ptd'>4.3</td></tr>\n            </tbody>\n        </table>\n        "
      }
     },
     "ff10a5370d7a444aa77a20cc6ac783d2": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "ToggleButtonsModel",
      "state": {
       "_options_labels": [
        "Group Setting",
        "Metrics",
        "Segmented Metrics"
       ],
       "button_style": "",
       "icons": [],
       "index": 1,
       "layout": "IPY_MODEL_1e2fe59236c74458a51055a3cb5a4b24",
       "style": "IPY_MODEL_bedf5fd7cee14c94b5d5707b7000d91a",
       "tooltips": []
      }
     },
     "ff1aac4f4bfb40a992780074cafa9150": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_e6de807919f744d693789961ccb87a76",
        "IPY_MODEL_88fb27fef2334dd2897ebbab609bca43"
       ],
       "layout": "IPY_MODEL_8ec089e9e8a14cb2adbe295c89d69c49"
      }
     },
     "ff1b278e07254eccabf713d96deb0528": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ff2eb15da33145bc96cae795917cc2b9": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_4dc499cbc8654fc1b526cf987124f58a",
       "max": 10000,
       "min": 1,
       "style": "IPY_MODEL_f78e47eb5bd7452dbd6587acd060199b",
       "value": 100
      }
     },
     "ff3dd7d217cd43ceadd5c65d725d8380": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "align_items": "center",
       "display": "flex",
       "flex_flow": "row",
       "width": "100%"
      }
     },
     "ff63203efd85460e8b7edff6e9e95619": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "99%"
      }
     },
     "ff686678a0bb4ca29c757a3c4c318913": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ff692a59df634d9ba65777183df27c8a": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "TextModel",
      "state": {
       "layout": "IPY_MODEL_a5124a0f0c2b4e0686b9b6452f61717b",
       "placeholder": "Input name",
       "style": "IPY_MODEL_b1f4061885f1433497c7ca1f831db0e3",
       "value": "ReLU-DNN"
      }
     },
     "ff6d28cdbb224e8a847729fbea1a4d38": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": "initial"
      }
     },
     "ff6da6b903eb4e03805a3daba3e0cf9b": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "VBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_c606ea5589d949f5903ccc4a2eb4848e",
        "IPY_MODEL_54b8038ebe094566bdb32e3aa0e1a561"
       ],
       "layout": "IPY_MODEL_7525a0e07d974e67a51fcd30b64d8339"
      }
     },
     "ff78717b4529422885237cb6c37454bb": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_81e470ad29744b0793db67d9ef77ee16",
       "style": "IPY_MODEL_602c0d6892c44bf3bc5b78b024484e3a",
       "value": "Prune_parameter:"
      }
     },
     "ff815d963ee5459bbcde4b2fdb99f250": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "layout": "IPY_MODEL_57b6ff4b45b8446b93984e3e1e46271b",
       "style": "IPY_MODEL_9f350f531cae4a2d8bd75cc50d70bb4e",
       "value": "Random_state:"
      }
     },
     "ff97dbef8b254e0e833c150f3cec7d44": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "100%"
      }
     },
     "ff9abb386f8c4610bb28eebd73641a22": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ff9f26bbef494b46a1a5815eb5a6116c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "height": "25px",
       "width": "35px"
      }
     },
     "ffb02fd9d6f54184aa3761b8d81f6fe5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "overflow": "visible",
       "width": "15%"
      }
     },
     "ffbea6f057bc48f2bfdd77be2f4a2dbf": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "BoundedIntTextModel",
      "state": {
       "layout": "IPY_MODEL_fcc3a9b07749499dbae2f3429758443c",
       "max": 1000,
       "style": "IPY_MODEL_314f7aa474cc432691fc81c99c55d4d4",
       "value": 32
      }
     },
     "ffd59dd3b6744da0a794b09bd2d54596": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "auto"
      }
     },
     "ffd5f6d503ff434caa123441570a3d67": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "ffe75eabec484bd8940099365bd92c79": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HBoxModel",
      "state": {
       "children": [
        "IPY_MODEL_f3babbc3168544258a72643f042e9097",
        "IPY_MODEL_fa95b0265f684740abe8816d3e63a154"
       ],
       "layout": "IPY_MODEL_04b2c67321124bc78952a9f72dc9a1c3"
      }
     },
     "ffeb70ce003e464382156ae2eeb243dd": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "width": "65%"
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}