Machine Learning, Artificial Intelligence, Model Selection, Onepagecode, Scikit Learn.
effectively pretending that the fold holds out, since no preprocessing steps (e.g., scaling) are applied. The data cannot be preprocessed and GridSearchCV run. GridSearchCV must include the preprocessing steps in its set of actions. In reality, scikit-learn makes it simple, despite its complexity.