mmc.Hierarchy.get_optimal_clf_kwargs()

Hierarchy.get_optimal_clf_kwargs(levels=None, kwargs=None)

Provides the clf kwargs used in classification at specified leves of the classifier. This function can be usful for extracting the optimal hyperparameters found through hyperparameter optimization.

Currently in beta.

Parameters:

• levels (Union[str, list] (default: None)) – Classification level(s) of MMoCHi to query for kwargs

• kwargs (Union[str, list] (default: None)) – Which classification hyperparameters or other kwargs to search

Returns:

Dataframe with levels as indices and kwargs as columns

Return type:

df