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>.
- Version0.5.5
- R version≥ 2.10
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- Last release02/18/2024
Documentation
- VignetteCluster Stability
- VignetteGraph Rewiring Functions
- VignetteOther Functions
- VignetteGraph Scoring Functions
- VignetteStability and Significance Examples
- MaterialclustAnalytics.pdf
- MaterialCluster Stability
- MaterialGraph Rewiring Functions
- MaterialOther Functions
- MaterialGraph Scoring Functions
- MaterialStability and Significance Examples
Team
Martí Renedo Mirambell
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Dependencies
- Depends1 package
- Imports9 packages
- Suggests4 packages
- Linking To1 package