varclust

Variables Clustering

CRAN Package

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.

  • Version0.9.4
  • R version≥ 3.2.1
  • LicenseGPL-3
  • Needs compilation?No
  • Last release06/26/2019

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  • Depends1 package
  • Imports6 packages
  • Suggests4 packages