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.. _feature_selection_ref:


sklearn.feature_selection
=========================

.. automodule:: sklearn.feature_selection


**User guide.** See the :ref:`feature_selection` section for further details.









.. autosummary::
  :nosignatures:
  :toctree: ../modules/generated/
  :template: base.rst


  GenericUnivariateSelect
  RFE
  RFECV
  SelectFdr
  SelectFpr
  SelectFromModel
  SelectFwe
  SelectKBest
  SelectPercentile
  SelectorMixin
  SequentialFeatureSelector
  VarianceThreshold
  chi2
  f_classif
  f_regression
  mutual_info_classif
  mutual_info_regression
  r_regression
