DOC Update references to best_parameters_ in GridSearchCV
@@ -467,7 +467,7 @@ class BaseSearchCV(six.with_metaclass(ABCMeta, BaseEstimator,
'with refit=False. %s is '
'available only after refitting on the best '
'parameters. You can refit an estimator '
- 'manually using the ``best_parameters_`` '
+ 'manually using the ``best_params_`` '
'attribute'
% (type(self).__name__, method_name))
else:
@@ -969,7 +969,7 @@ class GridSearchCV(BaseSearchCV):
``GridSearchCV`` instance.
Also for multiple metric evaluation, the attributes ``best_index_``,
- ``best_score_`` and ``best_parameters_`` will only be available if
+ ``best_score_`` and ``best_params_`` will only be available if
``refit`` is set and all of them will be determined w.r.t this specific
scorer.
@@ -1313,7 +1313,7 @@ class RandomizedSearchCV(BaseSearchCV):
``RandomizedSearchCV`` instance.
Also for multiple metric evaluation, the attributes ``best_index_``,
- ``best_score_`` and ``best_parameters_`` will only be available if
+ ``best_score_`` and ``best_params_`` will only be available if
``refit`` is set and all of them will be determined w.r.t this specific
scorer.
