Metrics

• Classification Metrics
  • area_under_risk_rejection_rate_curve()
  • compute_classification_metrics()
  • entropy_based_uncertainty_decomposition()
  • expected_calibration_error()
  • multiclass_brier_score()
  • plot_reliability_diagram()
  • plot_risk_vs_rejection_rate()
• Regression Metrics
  • auucc_gain()
  • compute_regression_metrics()
  • mpiw()
  • negative_log_likelihood_Gaussian()
  • picp()
  • plot_picp_by_feature()
  • plot_uncertainty_by_feature()
  • plot_uncertainty_distribution()
• Uncertainty Characteristics Curve
  • UncertaintyCharacteristicsCurve