High Dimensional Supervised Classification and Clustering


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Documentation for package ‘HDclassif’ version 2.1.0

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HDclassif-package High Dimensional Discriminant Analysis and Data Clustering
Crabs Morphological Measurements on Leptograpsus Crabs.
demo_hddc Demonstration of the clustering process of HDDC.
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.
simuldata Gaussian Data Generation
slopeHeuristic Slope Heuristic for HDDC objects
wine Wine dataset