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HDclassif

High dimensional data classification and clustering

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Version

Install

install.packages('HDclassif')

Monthly Downloads

939

Version

2.2.1

License

GPL-2

Maintainer

Last Published

August 23rd, 2023

Functions in HDclassif (2.2.1)

wine

Wine dataset
predict.hdmda

Prediction method for ‘hdmda’ class objects.
plot.hdc

Cattell's Scree-Test for 'hdc' class objects.
hdda

High Dimensional Discriminant Analysis
hddc

High Dimensional Data Clustering
slopeHeuristic

Slope Heuristic for HDDC objects
HDclassif-package

High Dimensional Discriminant Analysis and Data Clustering
demo_hddc

Demonstration of the clustering process of HDDC.
setHDclassif.show

Sets/gets the default 'show' argument in HDDC and HDDA
hdmda

Mixture Discriminant Analysis with HD Gaussians
predict.hdc

Prediction method for ‘hdc’ class objects.
simuldata

Gaussian Data Generation
Crabs

Morphological Measurements on Leptograpsus Crabs.