imblearn.pipeline.Pipeline.fit_predict¶
-
Pipeline.
fit_predict
(X, y=None, **fit_params)[source]¶ Apply
fit_predict
of last step in pipeline after transforms.Applies fit_transforms of a pipeline to the data, followed by the fit_predict method of the final estimator in the pipeline. Valid only if the final estimator implements fit_predict.
- Parameters
- Xiterable
Training data. Must fulfill input requirements of first step of the pipeline.
- yiterable, default=None
Training targets. Must fulfill label requirements for all steps of the pipeline.
- **fit_paramsdict of string -> object
Parameters passed to the
fit
method of each step, where each parameter name is prefixed such that parameterp
for steps
has keys__p
.
- Returns
- y_predndarray of shape (n_samples,)
The predicted target.