clusterGeneration (version 1.3.8)

Random Cluster Generation (with Specified Degree of Separation)

Description

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.

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Install

install.packages('clusterGeneration')

Monthly Downloads

9,072

Version

1.3.8

License

GPL (>= 2)

Maintainer

Last Published

August 16th, 2023

Functions in clusterGeneration (1.3.8)