Also by reading the implementation this is actually not a "`dict of any to float`" but a list of tuples.

I think we should use a list of named tuples instead and include `cv_train_scores` and `cv_train_times` in addition to `parameters`, `mean_validation_score`, `cv_validation_scores`.