.. only:: html
.. note::
:class: sphx-glr-download-link-note
Click :ref:`here ` to download the full example code
.. rst-class:: sphx-glr-example-title
.. _sphx_glr_auto_examples_plot_plot_wine.py:
Wine Classification Dataset Visualization
==========================================
.. rst-class:: sphx-glr-horizontal
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_wine_001.png
:alt: Target distribution
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_wine_002.png
:alt: F=2.34E+02, F=2.08E+02, F=1.90E+02, F=1.35E+02, F=1.21E+02, F=1.01E+02, F=9.37E+01, F=3.69E+01, F=3.58E+01, F=3.03E+01, F=2.76E+01, F=1.33E+01, F=1.24E+01
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_wine_003.png
:alt: Top feature interactions, 0.968, 0.924, 0.918, 0.909
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_wine_004.png
:alt: Discriminating PCA directions, 0.931, 0.897, 0.894, Scree plot (PCA explained variance)
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_wine_005.png
:alt: Discriminating LDA directions, 1.000
:class: sphx-glr-multi-img
.. rst-class:: sphx-glr-script-out
Out:
.. code-block:: none
/home/circleci/project/dabl/plot/supervised.py:538: FutureWarning: The second positional argument of plot is a Series 'y'. If passing a column name, use a keyword.
warnings.warn("The second positional argument of plot is a Series 'y'."
Target looks like classification
Linear Discriminant Analysis training set score: 1.000
|
.. code-block:: default
# sphinx_gallery_thumbnail_number = 4
import matplotlib.pyplot as plt
from sklearn.datasets import load_wine
from dabl import plot
from dabl.utils import data_df_from_bunch
wine_bunch = load_wine()
wine_df = data_df_from_bunch(wine_bunch)
plot(wine_df, 'target')
plt.show()
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 0 minutes 3.362 seconds)
.. _sphx_glr_download_auto_examples_plot_plot_wine.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_wine.py `
.. container:: sphx-glr-download sphx-glr-download-jupyter
:download:`Download Jupyter notebook: plot_wine.ipynb `
.. only:: html
.. rst-class:: sphx-glr-signature
`Gallery generated by Sphinx-Gallery `_