Feature Selection

Base Feature Selection Transformer

_BaseFeatureSelection

Base feature selection transformer class.

Unsupervised Feature Selection

VarianceFilter	Remove low variance columns.
CorrelationFilter	Remove highly correlated columns.

Supervised Feature Selection

SupervizedCorrelationFilter	Remove highly correlated columns.
InformationValue	Feature selection based on the information value.
SelectFromModel	Select From Model Transformer.
SelectFromModels	Select From Models By Vote Transformer.

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