CRAN/E | clustAnalytics

clustAnalytics

Cluster Evaluation on Graphs

Installation

About

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.

github.com/martirm/clustAnalytics
Bug report File report

Key Metrics

Version 0.5.5
R ≥ 2.10
Published 2024-02-18 62 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks clustAnalytics results

Downloads

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Maintainer

Maintainer

Martí Renedo Mirambell

marti.renedo@gmail.com

Authors

Martí Renedo Mirambell

Material

Reference manual
Package source

Vignettes

Cluster Stability
Graph Rewiring Functions
Other Functions
Graph Scoring Functions
Stability and Significance Examples

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

clustAnalytics archive

Depends

R ≥ 2.10
igraph

Imports

Rcpp ≥ 1.0.1
mcclust
mclust
truncnorm
boot
fossil
aricode
dplyr
Rdpack

Suggests

igraphdata
knitr
rmarkdown
testthat

LinkingTo

Rcpp