3. Model Train and Tune

• 3.1. Train and Register Sklearn Style Model
  • 3.1.1. Train and Register Models
  • 3.1.2. Save Fitted Models
  • 3.1.3. Load and Register Fitted Models
  • 3.1.4. Register Arbitrary Models and Data
  • 3.1.5. Run Diagnostic Tests
  • 3.1.6. Examples
• 3.2. Register H2O Models
  • 3.2.1. Train and Register Models
  • 3.2.2. Save Fitted Models
  • 3.2.3. Load and Register Fitted Models
  • 3.2.4. Run Diagnostic Tests
  • 3.2.5. Examples
• 3.3. Register Arbitrary Models
  • 3.3.1. Train and Register Models
  • 3.3.2. Define Wrapper Predict Functions
  • 3.3.3. Register the predict Functions
  • 3.3.4. Run Diagnostic Tests
  • 3.3.5. Examples
• 3.4. Hyperparameter Optimization (Model Tune)
  • 3.4.1. Methodology
  • 3.4.2. Usage
  • 3.4.3. Examples