.. _sphx_glr_auto_examples_feature_selection: .. _feature_selection_examples: Feature Selection ----------------------- Examples concerning the :mod:`sklearn.feature_selection` module. .. raw:: html
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.. only:: html .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_f_test_vs_mi_thumb.png :alt: :ref:`sphx_glr_auto_examples_feature_selection_plot_f_test_vs_mi.py` .. raw:: html
Comparison of F-test and mutual information
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.. only:: html .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_select_from_model_diabetes_thumb.png :alt: :ref:`sphx_glr_auto_examples_feature_selection_plot_select_from_model_diabetes.py` .. raw:: html
Model-based and sequential feature selection
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.. only:: html .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_feature_selection_pipeline_thumb.png :alt: :ref:`sphx_glr_auto_examples_feature_selection_plot_feature_selection_pipeline.py` .. raw:: html
Pipeline ANOVA SVM
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.. only:: html .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_rfe_digits_thumb.png :alt: :ref:`sphx_glr_auto_examples_feature_selection_plot_rfe_digits.py` .. raw:: html
Recursive feature elimination
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.. only:: html .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_rfe_with_cross_validation_thumb.png :alt: :ref:`sphx_glr_auto_examples_feature_selection_plot_rfe_with_cross_validation.py` .. raw:: html
Recursive feature elimination with cross-validation
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.. only:: html .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_feature_selection_thumb.png :alt: :ref:`sphx_glr_auto_examples_feature_selection_plot_feature_selection.py` .. raw:: html
Univariate Feature Selection
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.. toctree:: :hidden: /auto_examples/feature_selection/plot_f_test_vs_mi /auto_examples/feature_selection/plot_select_from_model_diabetes /auto_examples/feature_selection/plot_feature_selection_pipeline /auto_examples/feature_selection/plot_rfe_digits /auto_examples/feature_selection/plot_rfe_with_cross_validation /auto_examples/feature_selection/plot_feature_selection