High Dimensional Supervised Classification and Clustering R package HDclassif version 2.2.2 CRAN Task View: Cluster (https://CRAN.R-project.org/view=Cluster) 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. Software Depends: grDevices, utils, graphics, stats, MASS Imports: rARPACK Laurent Berge <laurent.berge@u-bordeaux.fr> Comprehensive R Archive Network (CRAN) Laurent Berge [aut, cre], Charles Bouveyron [aut], Stephane Girard [aut] GPL-2 2025-03-20 application/tgz https://CRAN.R-project.org/package=HDclassif doi:10.32614/CRAN.package.HDclassif