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ExplainabilityCatalog Class

Definition

Collection of extension methods for TransformsCatalog to create instances of model explainability components.

public static class ExplainabilityCatalog
type ExplainabilityCatalog = class
Public Module ExplainabilityCatalog
Inheritance
ExplainabilityCatalog

Methods

CalculateFeatureContribution(TransformsCatalog, ISingleFeaturePredictionTransformer<ICalculateFeatureContribution>, Int32, Int32, Boolean)

Create a FeatureContributionCalculatingEstimator that computes model-specific contribution scores for each feature of the input vector.

CalculateFeatureContribution<TModelParameters,TCalibrator>(TransformsCatalog, ISingleFeaturePredictionTransformer<CalibratedModelParametersBase<TModelParameters, TCalibrator>>, Int32, Int32, Boolean)

Create a FeatureContributionCalculatingEstimator that computes model-specific contribution scores for each feature of the input vector. Supports calibrated models.

Applies to