Splice dataset visualizationΒΆ

A nice illustration of the mosaic plot.

  • Target distribution
  • Categorical Features vs Target, attribute_30, attribute_29, attribute_32, attribute_31, attribute_35, attribute_28, attribute_33, attribute_34, attribute_25, attribute_26

Out:

/home/circleci/miniconda/envs/testenv/lib/python3.8/site-packages/sklearn/datasets/_openml.py:373: UserWarning: Multiple active versions of the dataset matching the name splice exist. Versions may be fundamentally different, returning version 1.
  warn("Multiple active versions of the dataset matching the name"
Target looks like classification
Showing only top 10 of 60 categorical features
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(
/home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
  ax.set_xticklabels(

# sphinx_gallery_thumbnail_number = 2
import matplotlib.pyplot as plt
from sklearn.datasets import fetch_openml
from dabl import plot

X, y = fetch_openml('splice', as_frame=True, return_X_y=True)

plot(X, y)
plt.show()

Total running time of the script: ( 0 minutes 3.775 seconds)

Gallery generated by Sphinx-Gallery