ExplainabilityCatalog Class
Definition
Important
Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.
Collection of extension methods for TransformsCatalog to create instances of model explainability components.
public static class ExplainabilityCatalogtype ExplainabilityCatalog = classPublic 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. |