Plot - Andrews curves

from __future__ import absolute_import, division, print_function, unicode_literals

from future import standard_library

from gemseo.api import configure_logger, load_dataset

configure_logger()

standard_library.install_aliases()

Load a dataset

iris = load_dataset("IrisDataset")

Plot Andrews Curves

We can use the AndrewsCurves plot which can be viewed as a smooth version of the parallel coordinates. Each sample is represented by a curve and if there is structure in data, it may be visible in the plot.

iris.plot("AndrewsCurves", classifier="specy")
plot andrews curves

Out:

<gemseo.post.dataset.andrews_curves.AndrewsCurves object at 0x7fc29da0c1c0>

Total running time of the script: ( 0 minutes 0.368 seconds)

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