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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.
Getting started
Browse package contents
Package details |
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| Author | Weiliang Qiu <weiliang.qiu@gmail.com>, Harry Joe <harry@stat.ubc.ca>. |
| Maintainer | Weiliang Qiu <weiliang.qiu@gmail.com> |
| License | GPL (>= 2) |
| Version | 1.3.8 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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