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clusterv: Assessment of Cluster Stability by Randomized Maps

The reliability of clusters is estimated using random projections. A set of stability measures is provided to assess the reliability of the clusters discovered by a generic clustering algorithm. The stability measures are taylored to high dimensional data (e.g. DNA microarray data) (Valentini, G (2005), <doi:10.1093/bioinformatics/bti817>.

Version: 1.1.1
Imports: stats, MASS, cluster
Suggests: R.rsp
Published: 2025-05-14
DOI: 10.32614/CRAN.package.clusterv
Author: Giorgio Valentini [aut], Jessica Gliozzo [cre]
Maintainer: Jessica Gliozzo <jessica.gliozzo at unimi.it>
BugReports: https://github.com/AnacletoLAB/clusterv/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://valentini.di.unimi.it/SW/clusterv/
NeedsCompilation: no
Citation: clusterv citation info
CRAN checks: clusterv results

Documentation:

Reference manual: clusterv.pdf
Vignettes: clusterv tutorial (source)

Downloads:

Package source: clusterv_1.1.1.tar.gz
Windows binaries: r-devel: clusterv_1.1.1.zip, r-release: clusterv_1.1.1.zip, r-oldrel: not available
macOS binaries: r-release (arm64): clusterv_1.1.1.tgz, r-oldrel (arm64): clusterv_1.1.1.tgz, r-release (x86_64): clusterv_1.1.1.tgz, r-oldrel (x86_64): clusterv_1.1.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=clusterv to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.