watex.utils.funcutils.pretty_printer#

watex.utils.funcutils.pretty_printer(clfs, clf_score=None, scoring=None, **kws)[source]#

Format and pretty print messages after gridSearch using multiples estimators.

Display for each estimator, its name, it best params with higher score and the mean scores.

Parameters:

  • clfs (Callables) – classifiers or estimators

  • clf_scores (array-like) – for single classifier, usefull to provided the cross validation score.

  • scoring (str) – Scoring used for grid search.