TextFeaturizingEstimator.Options Class

Reference

Definition

Namespace:: Microsoft.ML.Transforms.Text

Assembly:: Microsoft.ML.Transforms.dll

Package:: Microsoft.ML v3.0.1

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

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.

Advanced options for the TextFeaturizingEstimator.

public sealed class TextFeaturizingEstimator.Options : Microsoft.ML.Transforms.TransformInputBase

type TextFeaturizingEstimator.Options = class
    inherit TransformInputBase

Public NotInheritable Class TextFeaturizingEstimator.Options
Inherits TransformInputBase

Inheritance: Object

TransformInputBase
TextFeaturizingEstimator.Options

Constructors

TextFeaturizingEstimator.Options()

Fields

CaseMode
KeepDiacritics
KeepNumbers
KeepPunctuations
Norm	Norm of the output vector. It will be normalized to one.
OutputTokensColumnName

Properties

CharFeatureExtractor

Ngram feature extractor to use for characters (WordBag/WordHashBag). Set to null to turn off n-gram generation for characters.

StopWordsRemoverOptions

Option to set type of stop word remover to use. The following options are available

The StopWordsRemovingEstimator.Options removes the language specific list of stop words from the input.
The CustomStopWordsRemovingEstimator.Options uses user provided list of stop words.

Setting this to 'null' does not remove stop words from the input.

WordFeatureExtractor

Ngram feature extractor to use for words (WordBag/WordHashBag). Set to null to turn off n-gram generation for words.

Applies to