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Update feature_selection.rst
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Fix inconsistency in name of classifier and link to classifier.
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StevenMaude committed Oct 23, 2013
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Expand Up @@ -262,7 +262,7 @@ to use a :class:`sklearn.pipeline.Pipeline`::

In this snippet we make use of a :class:`sklearn.svm.LinearSVC`
to evaluate feature importances and select the most relevant features.
Then, a class:`sklearn.ensemble.GradientBoostingClassifier` is trained on the
Then, a :class:`sklearn.ensemble.RandomForestClassifier` is trained on the
transformed output, i.e. using only relevant features. You can perform
similar operations with the other feature selection methods and also
classifiers that provide a way to evaluate feature importances of course.
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