This is a class that allows to conduct GridSeachCV() on an arbitrary number of models, refit the models using optimal parameters, and compare their performance among each other and against the base (average for regression models).
You can read about
- how you currently have to solve this problem manually. This page contains a workbook with an example.
- how you can do the same thing using the class
- Finally, this is a comprehensive manual