.. 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 `_