clustAnalytics: Cluster Evaluation on Graphs

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

Documentation:

Reference manual:	clustAnalytics.pdf
Vignettes:	Cluster Stability Graph Rewiring Functions Other Functions Graph Scoring Functions Stability and Significance Examples

Downloads:

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

Linking:

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