clusterGeneration: Random Cluster Generation (with Specified Degree of Separation)

We developed the clusterGeneration package to provide functions for generating random clusters, generating random covariance/correlation matrices, calculating a separation index (data and population version) for pairs of clusters or cluster distributions, and 1-D and 2-D projection plots to visualize clusters. The package also contains a function to generate random clusters based on factorial designs with factors such as degree of separation, number of clusters, number of variables, number of noisy variables.

Version: 1.3.8
Depends: R (≥ 3.5.0), MASS
Published: 2023-08-16
DOI: 10.32614/CRAN.package.clusterGeneration
Author: Weiliang Qiu, Harry Joe.
Maintainer: Weiliang Qiu <weiliang.qiu at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: NEWS
In views: Cluster
CRAN checks: clusterGeneration results


Reference manual: clusterGeneration.pdf


Package source: clusterGeneration_1.3.8.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): clusterGeneration_1.3.8.tgz, r-oldrel (arm64): clusterGeneration_1.3.8.tgz, r-release (x86_64): clusterGeneration_1.3.8.tgz, r-oldrel (x86_64): clusterGeneration_1.3.8.tgz
Old sources: clusterGeneration archive

Reverse dependencies:

Reverse imports: corTest, DoubleML, FracKrigingR, mlVAR, phytools, rEMM, skewMLRM, stats4teaching, stream
Reverse suggests: EMJMCMC, mmrm, mvnimpute, remaCor


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