rewireCompl: rewireCompl

In robin: ROBustness in Network

rewireCompl

Description

rewires the graph, creates the communities and compares the communities through different measures.

Usage

rewireCompl(
  data,
  number,
  community,
  method = c("walktrap", "edgeBetweenness", "fastGreedy", "louvain", "spinglass",
    "leadingEigen", "labelProp", "infomap", "optimal", "leiden", "other"),
  ...,
  measure = c("vi", "nmi", "split.join", "adjusted.rand"),
  FUN = NULL
)

Arguments

data	The output of prepGraph
number	Number of rewiring trials to perform.
community	Community to compare with.
method	The clustering method, one of "walktrap", "edgeBetweenness", "fastGreedy", "louvain", "spinglass", "leadingEigen", "labelProp", "infomap".
...	additional parameters to use with any of the previous described methods (see igraph package community detection methods for more details i.e. cluster_walktrap)
measure	The measure for the comparison of the communities "vi", "nmi", "split.join", "adjusted.rand"
FUN	see methodCommunity.

robin documentation built on April 4, 2025, 6:08 a.m.