.. _example_linear_model_plot_sgd_weighted_classes.py:


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SGD: Separating hyperplane with weighted classes
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Fit linear SVMs with and without class weighting.
Allows to handle problems with unbalanced classes.




.. image:: images/plot_sgd_weighted_classes_1.png
    :align: center




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

.. literalinclude:: plot_sgd_weighted_classes.py
    :lines: 10-