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

.. only:: html

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

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

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

.. _sphx_glr_auto_examples_plot_classifier.py:


=======================================
Plotting Fuzzy Decision Tree Classifier
=======================================

An example plot of :class:`FuzzyDecisionTreeClassifier`

.. GENERATED FROM PYTHON SOURCE LINES 8-26



.. image:: /auto_examples/images/sphx_glr_plot_classifier_001.png
    :alt: Fuzzy Tree Classification on blobs
    :class: sphx-glr-single-img





.. code-block:: default

    from matplotlib import pyplot as plt
    from mlxtend.plotting import plot_decision_regions
    from sklearn.datasets import make_blobs

    from fuzzytree import FuzzyDecisionTreeClassifier

    X, y = make_blobs(n_samples=300, n_features=2,
                      centers=[[10, 0], [20, 30], [40, 5]],
                      cluster_std=[7, 11, 13], random_state=42)

    clf = FuzzyDecisionTreeClassifier().fit(X, y)

    plot_decision_regions(X=X, y=y, clf=clf, legend=2)
    plt.title("Fuzzy Tree Classification on blobs")
    plt.xlabel("Feature 1")
    plt.ylabel("Feature 2")

    plt.show()


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

   **Total running time of the script:** ( 0 minutes  10.205 seconds)


.. _sphx_glr_download_auto_examples_plot_classifier.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: plot_classifier.py <plot_classifier.py>`



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

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


.. only:: html

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

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