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 1D and 2D 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.
Package details 


Author  Weiliang Qiu <[email protected]>, Harry Joe <[email protected]>. 
Maintainer  Weiliang Qiu <[email protected]> 
License  GPL (>= 2) 
Version  1.3.4 
Package repository  View on CRAN 
Installation 
Install the latest version of this package by entering the following in R:

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