Evaluates the stability and significance of clusters on 'igraph' graphs. Supports weighted and unweighted graphs. Implements the cluster evaluation methods defined by Arratia A, Renedo M (2021) <doi:10.7717/peerj-cs.600>. Also includes an implementation of the Reduced Mutual Information introduced by Newman et al. (2020) <doi:10.1103/PhysRevE.101.042304>.
| Version: | 0.5.5 |
| Depends: | R (≥ 2.10), igraph |
| Imports: | Rcpp (≥ 1.0.1), mcclust, mclust, truncnorm, boot, fossil, aricode, dplyr, Rdpack |
| LinkingTo: | Rcpp |
| Suggests: | igraphdata, knitr, rmarkdown, testthat |
| Published: | 2024-02-18 |
| DOI: | 10.32614/CRAN.package.clustAnalytics |
| Author: | Martà Renedo Mirambell |
| Maintainer: | Martà Renedo Mirambell <marti.renedo at gmail.com> |
| BugReports: | https://github.com/martirm/clustAnalytics/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/martirm/clustAnalytics |
| NeedsCompilation: | yes |
| CRAN checks: | clustAnalytics results |
| Reference manual: | clustAnalytics.pdf |
| Vignettes: |
Cluster Stability Graph Rewiring Functions Other Functions Graph Scoring Functions Stability and Significance Examples |
| Package source: | clustAnalytics_0.5.5.tar.gz |
| Windows binaries: | r-devel: clustAnalytics_0.5.5.zip, r-release: clustAnalytics_0.5.5.zip, r-oldrel: clustAnalytics_0.5.5.zip |
| macOS binaries: | r-release (arm64): clustAnalytics_0.5.5.tgz, r-oldrel (arm64): clustAnalytics_0.5.5.tgz, r-release (x86_64): clustAnalytics_0.5.5.tgz, r-oldrel (x86_64): clustAnalytics_0.5.5.tgz |
| Old sources: | clustAnalytics archive |
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