PermutationFeatureImportanceExtensions Class

Definition

Namespace:

Microsoft.ML

Assembly:

Microsoft.ML.Transforms.dll

Package:

Microsoft.ML v1.7.1

Package:

Microsoft.ML v1.0.0

Package:

Microsoft.ML v1.1.0

Package:

Microsoft.ML v1.2.0

Package:

Microsoft.ML v1.3.1

Package:

Microsoft.ML v1.4.0

Package:

Microsoft.ML v1.5.5

Package:

Microsoft.ML v1.6.0

Package:

Microsoft.ML v1.7.0

Package:

Microsoft.ML v2.0.0-preview.22313.1

Collection of extension methods used by RegressionCatalog, BinaryClassificationCatalog, MulticlassClassificationCatalog, and RankingCatalog to create instances of permutation feature importance components.

public static class PermutationFeatureImportanceExtensions

type PermutationFeatureImportanceExtensions = class

Public Module PermutationFeatureImportanceExtensions

Inheritance

Object

PermutationFeatureImportanceExtensions

Methods

PermutationFeatureImportance(MulticlassClassificationCatalog, ITransformer, IDataView, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for MulticlassClassification.
PermutationFeatureImportance(RankingCatalog, ITransformer, IDataView, String, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for Ranking.
PermutationFeatureImportance(RegressionCatalog, ITransformer, IDataView, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for Regression.
PermutationFeatureImportance<TModel>(BinaryClassificationCatalog, ISingleFeaturePredictionTransformer<TModel>, IDataView, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for Binary Classification.
PermutationFeatureImportance<TModel>(MulticlassClassificationCatalog, ISingleFeaturePredictionTransformer<TModel>, IDataView, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for MulticlassClassification.
PermutationFeatureImportance<TModel>(RankingCatalog, ISingleFeaturePredictionTransformer<TModel>, IDataView, String, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for Ranking.
PermutationFeatureImportance<TModel>(RegressionCatalog, ISingleFeaturePredictionTransformer<TModel>, IDataView, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for Regression.
PermutationFeatureImportanceNonCalibrated(BinaryClassificationCatalog, ITransformer, IDataView, String, Boolean, Nullable<Int32>, Int32)	Permutation Feature Importance (PFI) for Binary Classification.