.. _example_neighbors_plot_nearest_centroid.py:


===============================
Nearest Centroid Classification
===============================

Sample usage of Nearest Centroid classification.
It will plot the decision boundaries for each class.



.. rst-class:: horizontal


    *

      .. image:: images/plot_nearest_centroid_001.png
            :scale: 47

    *

      .. image:: images/plot_nearest_centroid_002.png
            :scale: 47


**Script output**::

  None 0.813333333333
  0.1 0.813333333333



**Python source code:** :download:`plot_nearest_centroid.py <plot_nearest_centroid.py>`

.. literalinclude:: plot_nearest_centroid.py
    :lines: 9-

**Total running time of the example:**  0.19 seconds
( 0 minutes  0.19 seconds)