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fix typo in docstring (#138)
* fix typo in docstring * fix another typo * fix another typo
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boruta/boruta_py.py

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