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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_glr_examples_view_plot_silhouette.py>`
        to download the full example code or to run this example in your browser via Binder

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

.. _sphx_glr_glr_examples_view_plot_silhouette.py:


=================================================
Plot silhouette 
=================================================

plot the silhouette to quantify the quality  of clustering samples. 

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: default

    # Author: L.Kouadio 
    # Licence: BSD-3-clause 








.. GENERATED FROM PYTHON SOURCE LINES 12-18

.. code-block:: default

    from watex.datasets import load_hlogs 
    from watex.view.mlplot import plotSilhouette
    # use resistivity and gamma for this demo
    X_res_gamma = load_hlogs().frame[['resistivity', 'sp']]  
    
    # Plot silhouette with 'prefit' set to 'False' 
    plotSilhouette (X_res_gamma, prefit =False)


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_silhouette_001.png
   :alt: plot silhouette
   :srcset: /glr_examples/view/images/sphx_glr_plot_silhouette_001.png
   :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  0.424 seconds)


.. _sphx_glr_download_glr_examples_view_plot_silhouette.py:

.. only:: html

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


    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/watex/watex/master?urlpath=lab/tree/notebooks/glr_examples/view/plot_silhouette.ipynb
        :alt: Launch binder
        :width: 150 px



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

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

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

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


.. only:: html

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

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