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TableVerticalFeaturizationSettings interface

  • Reference
Package:
@azure/arm-machinelearning

Featurization Configuration.

Extends
FeaturizationSettings

Properties

blockedTransformers

These transformers shall not be used in featurization.
columnNameAndTypes

Dictionary of column name and its type (int, float, string, datetime etc).
enableDnnFeaturization

Determines whether to use Dnn based featurizers for data featurization.
mode

Featurization mode - User can keep the default 'Auto' mode and AutoML will take care of necessary transformation of the data in featurization phase. If 'Off' is selected then no featurization is done. If 'Custom' is selected then user can specify additional inputs to customize how featurization is done.
transformerParams

User can specify additional transformers to be used along with the columns to which it would be applied and parameters for the transformer constructor.

Inherited Properties

datasetLanguage

Dataset language, useful for the text data.

Property Details

blockedTransformers

These transformers shall not be used in featurization.

blockedTransformers?: string[]

Property Value

string[]

columnNameAndTypes

Dictionary of column name and its type (int, float, string, datetime etc).

columnNameAndTypes?: {[propertyName: string]: string | null}

Property Value

{[propertyName: string]: string | null}

enableDnnFeaturization

Determines whether to use Dnn based featurizers for data featurization.

enableDnnFeaturization?: boolean

Property Value

boolean

mode

Featurization mode - User can keep the default 'Auto' mode and AutoML will take care of necessary transformation of the data in featurization phase. If 'Off' is selected then no featurization is done. If 'Custom' is selected then user can specify additional inputs to customize how featurization is done.

mode?: string

Property Value

string

transformerParams

User can specify additional transformers to be used along with the columns to which it would be applied and parameters for the transformer constructor.

transformerParams?: {[propertyName: string]: ColumnTransformer[] | null}

Property Value

{[propertyName: string]: ColumnTransformer[] | null}

Inherited Property Details

datasetLanguage

Dataset language, useful for the text data.

datasetLanguage?: string

Property Value

string

Inherited From FeaturizationSettings.datasetLanguage