.. _example_svm_plot_separating_hyperplane_unbalanced.py:


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SVM: Separating hyperplane for unbalanced classes
=================================================

Find the optimal separating hyperplane using an SVC for classes that
are unbalanced.

We first find the separating plane with a plain SVC and then plot
(dashed) the separating hyperplane with automatically correction for
unbalanced classes.



.. image:: images/plot_separating_hyperplane_unbalanced_1.png
    :align: center




**Python source code:** :download:`plot_separating_hyperplane_unbalanced.py <plot_separating_hyperplane_unbalanced.py>`

.. literalinclude:: plot_separating_hyperplane_unbalanced.py
    :lines: 13-