Parallel coordinates

from __future__ import annotations

from gemseo import configure_logger
from gemseo import create_benchmark_dataset
from gemseo.post.dataset.parallel_coordinates import ParallelCoordinates

configure_logger()

<RootLogger root (INFO)>

Load a dataset

iris = create_benchmark_dataset("IrisDataset")

Plot parallel coordinates

We can use the ParallelCoordinates plot, a.k.a. cowebplot, where each samples is represented by a continuous straight line in pieces whose nodes are indexed by the variables names and measure the variables values.

ParallelCoordinates(iris, classifier="specy").execute(save=False, show=True)

[<Figure size 640x480 with 1 Axes>]