.. 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_human_activity.py:
Human Activity Recognition Visualization
==========================================
.. rst-class:: sphx-glr-horizontal
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_human_activity_001.png
:alt: Target distribution
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_human_activity_002.png
:alt: F=5.08E+04, F=4.63E+04, F=4.44E+04, F=4.12E+04, F=4.04E+04, F=3.75E+04, F=3.26E+04, F=3.25E+04, F=3.22E+04, F=3.13E+04
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_human_activity_003.png
:alt: Top feature interactions, 0.686, 0.686, 0.685, 0.684
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_human_activity_004.png
:alt: Discriminating PCA directions, 0.637, 0.624, 0.568, Scree plot (PCA explained variance)
:class: sphx-glr-multi-img
*
.. image:: /auto_examples/plot/images/sphx_glr_plot_human_activity_005.png
:alt: Discriminating LDA directions, 0.862, 0.833, 0.800, 0.784
:class: sphx-glr-multi-img
.. rst-class:: sphx-glr-script-out
Out:
.. code-block:: none
Target looks like classification
Showing only top 10 of 561 continuous features
Linear Discriminant Analysis training set score: 0.984
|
.. code-block:: default
# sphinx_gallery_thumbnail_number = 3
import matplotlib.pyplot as plt
from sklearn.datasets import fetch_openml
from dabl import plot
X, y = fetch_openml('har', as_frame=True, return_X_y=True)
plot(X, y)
plt.show()
.. rst-class:: sphx-glr-timing
**Total running time of the script:** ( 0 minutes 22.195 seconds)
.. _sphx_glr_download_auto_examples_plot_plot_human_activity.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_human_activity.py `
.. container:: sphx-glr-download sphx-glr-download-jupyter
:download:`Download Jupyter notebook: plot_human_activity.ipynb `
.. only:: html
.. rst-class:: sphx-glr-signature
`Gallery generated by Sphinx-Gallery `_