ExplainabilityCatalog Class
Definition
Important
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Collection of extension methods for TransformsCatalog to create instances of model explainability components.
public static class ExplainabilityCatalog
type ExplainabilityCatalog = class
Public Module ExplainabilityCatalog
- Inheritance
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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
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