Machine Learning, Artificial Intelligence, Model Selection, Onepagecode, Scikit Learn.
cross-validation provides an unbiased evaluation of the model’s performance. Using cross_val_score, we wrap our GridSearchCV object in an outer cross-validation. A simple experiment can help you if you are confused. Let’s start by setting verbose to 1 so we can see what’s happening: gridsearch =