TabularFeaturizationSettings Class

Featurization settings for an AutoML Job.

Inheritance

azure.ai.ml.entities._job.automl.featurization_settings.FeaturizationSettings

TabularFeaturizationSettings

Constructor

TabularFeaturizationSettings(*, blocked_transformers: List[BlockedTransformers | str] | None = None, column_name_and_types: Dict[str, str] | None = None, dataset_language: str | None = None, transformer_params: Dict[str, List[ColumnTransformer]] | None = None, mode: str | None = None, enable_dnn_featurization: bool | None = None)

Parameters

Name	Description
blocked_transformers Required	List[Union[BlockedTransformers, str]] A list of transformers to ignore when featurizing.
column_name_and_types Required	Dict[str, str] A dictionary of column names and feature types used to update column purpose.
dataset_language Required	str The language of the dataset.
transformer_params Required	Dict[str, List[ColumnTransformer]] A dictionary of transformers and their parameters.
mode Required	str The mode of the featurization.
enable_dnn_featurization Required	bool Whether to enable DNN featurization.

Keyword-Only Parameters

Name	Description
blocked_transformers Required
column_name_and_types Required
dataset_language Required
transformer_params Required
mode Required
enable_dnn_featurization Required

Variables

Name	Description
type	str Specifies the type of FeaturizationSettings. Set automatically to "Tabular" for this class.

Attributes

blocked_transformers

A list of transformers to ignore when featurizing.

transformer_params

A dictionary of transformers and their parameters.