clusterGeneration: random cluster generation (with specified degree of separation)
The package contains 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.
| Version: |
1.3.1 |
| Depends: |
R (≥ 2.9.1), MASS |
| Published: |
2013-01-08 |
| Author: |
Weiliang Qiu, Harry Joe. |
| Maintainer: |
Weiliang Qiu <stwxq at channing.harvard.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| In views: |
Cluster, Multivariate |
| CRAN checks: |
clusterGeneration results |
Downloads:
Reverse dependencies: