demo_hddc: Demonstration of the clustering process of HDDC.

In HDclassif: High Dimensional Supervised Classification and Clustering

Demonstration of the clustering process of HDDC.

Description

This demonstration uses a PCA on the first two principal axis of the Crabs dataset -that can be found in the package- to show the clustering process of HDDC. At each step of the clustering, the means and directions are shown by, respectively, points and lines. This function should only be used in demo(hddc).

Usage

demo_hddc()

Value

The plots of the clustering process.

Note

The algorithm and the initialization are interactively chosen.

Author(s)

Laurent Berge, Charles Bouveyron and Stephane Girard

See Also

hddc.

HDclassif documentation built on Aug. 23, 2023, 9:06 a.m.