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

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Reference manual

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install.packages("perturbR")

0.1.3 by KM Gates, 7 months 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