HDclassif: 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.

Package details

AuthorLaurent Berge, Charles Bouveyron and Stephane Girard
MaintainerLaurent Berge <[email protected]>
LicenseGPL-2
Version2.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HDclassif")

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HDclassif documentation built on May 11, 2018, 5:04 p.m.