<!-- If your issue is a usage question, submit it here instead: - StackOverflow with the scikit-learn tag: http://stackoverflow.com/questions/tagged/scikit-learn - Mailing List: https://mail.python.org/mailman/listinfo/scikit-learn For more information, see User Questions: http://scikit-learn.org/stable/support.html#user-questions --> <!-- Instructions For Filing a Bug: https://github.com/scikit-learn/scikit-learn/blob/master/CONTRIBUTING.md#filing-bugs --> #### Description Pipeline's fit_predict implementation is inconsistent with docstring. According to docstring, each step [should call fit_transform](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/pipeline.py#L333), but it calls [only transform instead](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/pipeline.py#L359).