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CategoricalCatalog Class

Definition

Collection of extension methods for TransformsCatalog.CategoricalTransforms to create categorical transformer components.

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

Methods

OneHotEncoding(TransformsCatalog+CategoricalTransforms, InputOutputColumnPair[], OneHotEncodingEstimator+OutputKind, Int32, ValueToKeyMappingEstimator+KeyOrdinality, IDataView)

Create a OneHotEncodingEstimator, which converts one or more input text columns specified in columns into as many columns of one-hot encoded vectors.

OneHotEncoding(TransformsCatalog+CategoricalTransforms, String, String, OneHotEncodingEstimator+OutputKind, Int32, ValueToKeyMappingEstimator+KeyOrdinality, IDataView)

Create a OneHotEncodingEstimator, which converts the input column specified by inputColumnName into a column of one-hot encoded vectors named outputColumnName.

OneHotHashEncoding(TransformsCatalog+CategoricalTransforms, InputOutputColumnPair[], OneHotEncodingEstimator+OutputKind, Int32, UInt32, Boolean, Int32)

Create a OneHotHashEncodingEstimator, which converts one or more input text columns specified by columns into as many columns of hash-based one-hot encoded vectors.

OneHotHashEncoding(TransformsCatalog+CategoricalTransforms, String, String, OneHotEncodingEstimator+OutputKind, Int32, UInt32, Boolean, Int32)

Create a OneHotHashEncodingEstimator, which converts a text column specified by inputColumnName into a hash-based one-hot encoded vector column named outputColumnName.

Applies to