module mlmodel.sklearn_transform_inv

Short summary

module mlinsights.mlmodel.sklearn_transform_inv

Implements a base class which defines a pair of transforms applied around a predictor to modify the target as well.

source on GitHub

Classes

class	truncated documentation
BaseReciprocalTransformer	Base for transform which transforms the features and the targets at the same time. It must also return another transform …

Properties

property	truncated documentation
_repr_html_	HTML representation of estimator. This is redundant with the logic of _repr_mimebundle_. The latter should …

Methods

method	truncated documentation
__init__
get_fct_inv	Returns a trained transform which reverse the target after a predictor.
transform	Transforms X and y. Returns transformed X and y.

Documentation

Implements a base class which defines a pair of transforms applied around a predictor to modify the target as well.

source on GitHub

class mlinsights.mlmodel.sklearn_transform_inv.BaseReciprocalTransformer

Bases: BaseEstimator, TransformerMixin

Base for transform which transforms the features and the targets at the same time. It must also return another transform which transforms the target back to what it was.

source on GitHub

__init__()

get_fct_inv()

Returns a trained transform which reverse the target after a predictor.

source on GitHub

transform(X, y)

Transforms X and y. Returns transformed X and y.

source on GitHub