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.html , 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: clusterv_1.1.1.zip |
| 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 |
| Reverse imports: | mosclust |
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