varclust
Variables Clustering
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
Documentation
Team
Piotr Sobczyk
Piotr Sobczyk, Stanislaw Wilczynski, Julie Josse, Malgorzata Bogdan
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- Depends1 package
- Imports6 packages
- Suggests4 packages