clusterGeneration (Q35173)
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Random Cluster Generation (with Specified Degree of Separation)
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | clusterGeneration |
Random Cluster Generation (with Specified Degree of Separation) |
Statements
16 August 2023
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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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expanded from: GPL (≥ 2) (English)
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