.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/methods/plot_logging_predictor_only.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_methods_plot_logging_predictor_only.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_methods_plot_logging_predictor_only.py:


=========================
Plot logging predictor  
=========================

plots the predictor :math:`X` only composed  of 
hydro-geophysical features

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 13-35

.. code-block:: Python

    import matplotlib.pyplot as plt 
    from watex.datasets import load_hlogs 
    from watex.methods.hydro import Logging 
    # get the logging data 
    h = load_hlogs ()
   
    log= Logging(kname ='k', zname='depth_top' ).fit(h.frame[h.feature_names])
    # Uncomment this see all the predictor predictor X 
    # except the categorial feature like strata 
    # log.plot ()

    # for a clariyy , we will plot only the logging features 
    features = ['depth_top',
         'resistivity',
         'gamma_gamma',
         'natural_gamma',
         'sp',
         'short_distance_gamma',
         ] 

    log= Logging(kname ='k', zname='depth_top' ).fit(h.frame[features])
    log.plot ()
    plt.tight_layout()


.. image-sg:: /glr_examples/methods/images/sphx_glr_plot_logging_predictor_only_001.png
   :alt: resistivity, gamma_gamma, natural_gamma, sp, short_distance_gamma
   :srcset: /glr_examples/methods/images/sphx_glr_plot_logging_predictor_only_001.png
   :class: sphx-glr-single-img






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

   **Total running time of the script:** (0 minutes 0.799 seconds)


.. _sphx_glr_download_glr_examples_methods_plot_logging_predictor_only.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/0.3.X?urlpath=lab/tree/notebooks/glr_examples/methods/plot_logging_predictor_only.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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