DOC replace best_parameters_ with best_params_ in SearchCV docstring
@@ -944,7 +944,7 @@ class GridSearchCV(BaseSearchCV):
Where there are considerations other than maximum score in
choosing a best estimator, ``refit`` can be set to a function which
returns the selected ``best_index_`` given ``cv_results_``. In that
- case, the ``best_estimator_`` and ``best_parameters_`` will be set
+ case, the ``best_estimator_`` and ``best_params_`` will be set
according to the returned ``best_index_`` while the ``best_score_``
attribute will not be available.
@@ -1274,7 +1274,7 @@ class RandomizedSearchCV(BaseSearchCV):
Where there are considerations other than maximum score in
choosing a best estimator, ``refit`` can be set to a function which
returns the selected ``best_index_`` given the ``cv_results``. In that
- case, the ``best_estimator_`` and ``best_parameters_`` will be set
+ case, the ``best_estimator_`` and ``best_params_`` will be set
according to the returned ``best_index_`` while the ``best_score_``
attribute will not be available.
