tabensemb.data.dataimputer.MiceImputer#

class tabensemb.data.dataimputer.MiceImputer(**kwargs)[source]#

Bases: AbstractSklearnImputer

An implementation of MICE by sklearn.

Parameters:
**kwargs

Arguments for sklearn.impute.IterativeImputer

Methods

__init__(**kwargs)#

_defaults()

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

_new_imputer()

Get a sklearn-style imputer that has fit_transform and transform methods that return np.ndarray.