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.
|Author||Weiliang Qiu <[email protected]>, Harry Joe <[email protected]>.|
|Date of publication||2015-02-18 19:34:16|
|Maintainer||Weiliang Qiu <[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on CRAN|
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