High Dimensional Supervised Classification and Clustering

Discriminant analysis and data clustering methods for high dimensional data, based on the assumption that high-dimensional data live in different subspaces with low dimensionality proposing a new parametrization of the Gaussian mixture model which combines the ideas of dimension reduction and constraints on the model.


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install.packages("HDclassif")

2.1.0 by Laurent Berge, 9 months ago


Browse source code at https://github.com/cran/HDclassif


Authors: Laurent Berge , Charles Bouveyron and Stephane Girard


Documentation:   PDF Manual  


Task views: Cluster Analysis & Finite Mixture Models


GPL-2 license


Imports rARPACK

Depends on grDevices, utils, graphics, stats, MASS


Suggested by fscaret.


See at CRAN