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clusterGeneration

swMATH ID: 23400
Software Authors: Weiliang Qiu, Harry Joe
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/clusterGeneration/index.html
Source Code:  https://github.com/cran/clusterGeneration
Dependencies: R
Related Software: R; mclust; mixture; cluster (R); MixGHD; UCI-ml; MASS (R); FactoMineR; circular; MICE; EMMIXskew; Sweave; Emmixuskew; gclus; Rmixmod; teigen; animation; RMOA; rJava; Rlecuyer
Cited in: 15 Documents

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