avgNcut: Average Normalized N-Cut

In DavidGilgien/ML.RMCL: Multi-Level Regularized Markov Clustering

Description

This function computes the average normalized n-cut of a clustering.

Usage

avgNcut(g, clusters, verb = FALSE, ignore.zero = FALSE)

Arguments

g	graph object of class ELgraph, the base graph.
clusters	vector of size n. Element i indicates the cluster of node v_i.
verb	boolean value: if TRUE, the function prints the n-cut of all clusters.
ignore.zero	boolean value: if TRUE, clusters with internal degree 0 are ignored.

Value

integer: the average normalized n-cut of a clustering.

Examples

g = generateEdgeList(n=1000)
res = ML_RMCL(g)
avgNcut(g, res, verb = TRUE)

DavidGilgien/ML.RMCL documentation built on May 6, 2019, 1:54 p.m.