gclust.app

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Graph Clustering Using NMF (and no SVT) -- Apparent Clusters

Performs Clustering of Graphs using Non-negative Factorization.

Usage
gclust.app(glist, r=1,nmfout=FALSE,maxit=10000, nmfmethod='lee')
Arguments
glist
List of igraph Objects
r
Maximum Number of Clusters Allowed
nmfout
T/F indicating if the output from nmf should be returned; Default is FALSE
maxit
A number passed to irlba or svd function limiting the number of iteration; Default is 10000
nmfmethod
A number passed to irlba or svd, limiting the number of iterations; Default is 'lee'
Value

  • nmfAn NMF object
  • WBasis Graphs
  • HProbability Vector for Cluster Weights timeseries of graphs
  • XoriginInput Data in the matrix form

concept

Graph Clustering

Aliases
  • gclust.app
Documentation reproduced from package igraph, version 1.0.0, License: GPL (>= 2)

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