7. Model Comparison

Comparing different explanation methods and diagnostic results of multiple machine learning models.

• 7.1. Comparison for Regression
  • 7.1.1. Accuracy Comparison
  • 7.1.2. Overfit Comparison
  • 7.1.3. Reliability Comparison
  • 7.1.4. Robustness Comparison
  • 7.1.5. Resilience Comparison
  • 7.1.6. Examples
• 7.2. Comparison for Classification
  • 7.2.1. Accuracy Comparison
  • 7.2.2. Overfit Comparison
  • 7.2.3. Reliability Comparison
  • 7.2.4. Robustness Comparison
  • 7.2.5. Resilience Comparison
  • 7.2.6. Examples
• 7.3. Fairness Comparison
  • 7.3.1. Fairness Metrics
  • 7.3.2. Segmented
  • 7.3.3. Examples