CRAN
varclust 0.9.4
Variables Clustering
Released Jun 26, 2019 by Piotr Sobczyk
This package cannot yet be used with Renjin it depends on other packages which are not available: doRNG 1.7.1
Dependencies
doRNG 1.7.1 foreach 1.4.4 RcppEigen 0.3.3.5.0 pesel 0.7.2 doParallel 1.0.14
Performs clustering of quantitative variables, assuming that clusters lie in low-dimensional subspaces. Segmentation of variables, number of clusters and their dimensions are selected based on BIC. Candidate models are identified based on many runs of K-means algorithm with different random initializations of cluster centers.