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lines changed Original file line number Diff line number Diff line change @@ -43,13 +43,13 @@ class BorutaPy(BaseEstimator, TransformerMixin):
4343 crucial parameter. For more info, please read about the perc parameter.
4444 - Automatic tree number:
4545 Setting the n_estimator to 'auto' will calculate the number of trees
46- in each itartion based on the number of features under investigation.
46+ in each iteration based on the number of features under investigation.
4747 This way more trees are used when the training data has many features
4848 and less when most of the features have been rejected.
4949 - Ranking of features:
5050 After fitting BorutaPy it provides the user with ranking of features.
5151 Confirmed ones are 1, Tentatives are 2, and the rejected are ranked
52- starting from 3, based on their feautre importance history through
52+ starting from 3, based on their feature importance history through
5353 the iterations.
5454
5555 We highly recommend using pruned trees with a depth between 3-7.
@@ -138,7 +138,7 @@ class BorutaPy(BaseEstimator, TransformerMixin):
138138 support_weak_ : array of shape [n_features]
139139
140140 The mask of selected tentative features, which haven't gained enough
141- support during the max_iter number of iterations..
141+ support during the max_iter number of iterations.
142142
143143 ranking_ : array of shape [n_features]
144144
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