robin (version 2.0.0)

rewireCompl: 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.