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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 gmail.com> |
| 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: clusterGeneration_1.3.8.zip, r-release: clusterGeneration_1.3.8.zip, r-oldrel: clusterGeneration_1.3.8.zip |
| 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 imports: | corTest, DoubleML, FracKrigingR, mlVAR, phytools, rEMM, skewMLRM, stats4teaching, stream, VisCov |
| Reverse suggests: | EMJMCMC, mmrm, mvnimpute, remaCor |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.