imblearn.pipeline.Pipeline.inverse_transform¶
-
property
Pipeline.
inverse_transform
¶ Apply inverse transformations in reverse order
All estimators in the pipeline must support
inverse_transform
.- Parameters
- Xtarray-like of shape (n_samples, n_transformed_features)
Data samples, where
n_samples
is the number of samples andn_features
is the number of features. Must fulfill input requirements of last step of pipeline’sinverse_transform
method.
- Returns
- Xtarray-like of shape (n_samples, n_features)