Implementing the Progeny Clustering algorithm, the 'progenyClust' package assesses the clustering stability and identifies the optimal clustering number for a given data matrix. It uses k-means clustering as a default, provides a tailored hierarchical clustering function, and can be customized to work with other clustering algorithms and different parameter settings. The package includes a main function progenyClust(), plot and summary methods for 'progenyClust' object, a function hclust.progenyClust() for hierarchical clustering, and two example datasets (test and cell) for testing.
Version: | 1.2 |
Depends: | graphics, stats, grDevices |
Imports: | Hmisc |
Published: | 2016-04-12 |
Author: | C.W. Hu |
Maintainer: | C.W. Hu <wendyhu001 at gmail.com> |
License: | AGPL-3 |
NeedsCompilation: | no |
CRAN checks: | progenyClust results |
Reference manual: | progenyClust.pdf |
Package source: | progenyClust_1.2.tar.gz |
Windows binaries: | r-devel: progenyClust_1.2.zip, r-release: progenyClust_1.2.zip, r-oldrel: progenyClust_1.2.zip |
macOS binaries: | r-release: progenyClust_1.2.tgz, r-oldrel: progenyClust_1.2.tgz |
Old sources: | progenyClust archive |
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