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