Random Perturbation of Count Matrices

The perturbR() function incrementally perturbs network edges (using the rewireR function)and compares the resulting community detection solutions from the rewired networks with the solution found for the original network. These comparisons aid in understanding the stability of the original solution. The package requires symmetric, weighted (specifically, count) matrices/networks.

R package for evaluating cluster solutions


Reference manual

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0.1.3 by KM Gates, 3 years ago

Browse source code at https://github.com/cran/perturbR

Authors: KM Gates [aut, cre] , Zachary Fisher [aut] , Cara Arizmendi [aut]

Documentation:   PDF Manual  

GPL-2 license

Imports igraph, ggplot2

Suggests knitr, rmarkdown

See at CRAN