tabensemb.data.dataprocessor.VarianceFeatureSelector#

class tabensemb.data.dataprocessor.VarianceFeatureSelector(**kwargs)[source]#

Bases: AbstractFeatureSelector

Remove features that almost (by a certain fraction) contain an identical value.

Parameters:
thres: float

If more than thres * 100 percent of values are the same, the feature is removed.

Methods

__init__(**kwargs)#

_defaults()

Defaults values for arguments defined in _cls_required_kwargs() and _required_kwargs()

_get_feature_names_out(data, datamodule)

Get selected features.