.. _sphx_glr_auto_examples_feature_selection:


Feature selection
-----------------


.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we ask the gemclus.sparse.SparseLinearMMD to perform a path where the regulari...">

.. only:: html

  .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_feature_selection_linear_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_feature_selection_plot_feature_selection_linear.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Feature selection using the Sparse MMD OvO (Logistic regression)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we ask the gemclus.sparse.SparseLinearMI to perform a path where the regularis...">

.. only:: html

  .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_feature_selection_logreg_mi_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_feature_selection_plot_feature_selection_logreg_mi.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Feature selection using the Sparse Linear MI (Logistic regression)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we ask the gemclus.sparse.SparseLinearMMD to perform a path where the regulari...">

.. only:: html

  .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_grouped_selection_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_feature_selection_plot_grouped_selection.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Grouped Feature selection with a linear model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we ask the gemclus.sparse.SparseMLPMMD to perform a path where the regularisat...">

.. only:: html

  .. image:: /auto_examples/feature_selection/images/thumb/sphx_glr_plot_feature_selection_mlp_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_feature_selection_plot_feature_selection_mlp.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Feature selection using the Sparse MMD OvA (MLP)</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/feature_selection/plot_feature_selection_linear
   /auto_examples/feature_selection/plot_feature_selection_logreg_mi
   /auto_examples/feature_selection/plot_grouped_selection
   /auto_examples/feature_selection/plot_feature_selection_mlp