High Dimensional Supervised Classification and Clustering

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Documentation for package ‘HDclassif’ version 2.2.2

• DESCRIPTION file.
• Code demos. Use demo() to run them.
• Package NEWS.

Help Pages

HDclassif-package	High Dimensional Discriminant Analysis and Data Clustering
Crabs	Morphological Measurements on Leptograpsus Crabs.
demo_hddc	Demonstration of the clustering process of HDDC.
getHDclassif.show	Sets/gets the default 'show' argument in HDDC and HDDA
HDclassif	High Dimensional Discriminant Analysis and Data Clustering
hdda	High Dimensional Discriminant Analysis
hddc	High Dimensional Data Clustering
hdmda	Mixture Discriminant Analysis with HD Gaussians
plot.hdc	Cattell's Scree-Test for 'hdc' class objects.
predict.hdc	Prediction method for 'hdc' class objects.
predict.hdmda	Prediction method for 'hdmda' class objects.
setHDclassif.show	Sets/gets the default 'show' argument in HDDC and HDDA
simuldata	Gaussian Data Generation
slopeHeuristic	Slope Heuristic for HDDC objects
wine	Wine dataset