.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "tutorial/auto_examples/usecase/usecase_function.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_tutorial_auto_examples_usecase_usecase_function.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_tutorial_auto_examples_usecase_usecase_function.py:


========================
Use Case Function module
========================

Function plot_subplot

.. GENERATED FROM PYTHON SOURCE LINES 10-36

.. code-block:: default


    import numpy as np
    import matplotlib.pyplot as plt
    import matplotlib._color_data as mcd


    def plot_subplot(X, Y, Y_pred, vue, subplot, title):
        cn = mcd.CSS4_COLORS
        classes = np.unique(Y)
        n_classes = len(np.unique(Y))
        axs = plt.subplot(subplot[0],subplot[1],subplot[2])
        axs.set_title(title)
        #plt.scatter(X._extract_view(vue), X._extract_view(vue), s=40, c='gray',
        #            edgecolors=(0, 0, 0))
        for index, k in zip(range(n_classes), cn.keys()):
             Y_class, = np.where(Y==classes[index])
             Y_class_pred = np.intersect1d(np.where(Y_pred==classes[index])[0], np.where(Y_pred==Y)[0])
             plt.scatter(X._extract_view(vue)[Y_class],
                         X._extract_view(vue)[Y_class],
                         s=40, c=cn[k], edgecolors='blue', linewidths=2, label="class real class: "+str(index)) #
             plt.scatter(X._extract_view(vue)[Y_class_pred],
                         X._extract_view(vue)[Y_class_pred],
                         s=160, edgecolors='orange', linewidths=2, label="class prediction: "+str(index))


    if __name__ == '__main__':
        pass

.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.000 seconds)


.. _sphx_glr_download_tutorial_auto_examples_usecase_usecase_function.py:


.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-example



  .. container:: sphx-glr-download sphx-glr-download-python

     :download:`Download Python source code: usecase_function.py <usecase_function.py>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

     :download:`Download Jupyter notebook: usecase_function.ipynb <usecase_function.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_