clustAnalytics: Cluster Evaluation on Graphs (original) (raw)
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: | Martí Renedo Mirambell |
| Maintainer: | Martí 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 |
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