.. _example_linear_model_plot_sgd_separating_hyperplane.py: ========================================= SGD: Maximum margin separating hyperplane ========================================= Plot the maximum margin separating hyperplane within a two-class separable dataset using a linear Support Vector Machines classifier trained using SGD. .. image:: images/plot_sgd_separating_hyperplane_001.png :align: center **Python source code:** :download:`plot_sgd_separating_hyperplane.py ` .. literalinclude:: plot_sgd_separating_hyperplane.py :lines: 10- **Total running time of the example:** 0.09 seconds ( 0 minutes 0.09 seconds)