fcd (version 0.1)

get.cluster: Final estimators of the community labels

Description

Get the final estimator of the community labels along the path, according to ratio cut or normalised cut criterion.

Usage

get.cluster(A, iso.seq, criteria.list, clusters.list)

Arguments

A

input matrix -- the adjacency matrix of the observed graph. Notice, both isolated and non-isolated nodes are included.

iso.seq

a vector of the indices of the isolated nodes.

criteria.list

the criteria value lists along the path. Notice, only meaningful values are input. For details, please see the listed paper.

clusters.list

the estimators of the community labels along the path.

Value

final.ratio.cluster

the final estimator of the community labels according to the ratio cut criterion.

ratio.location

the location of the chosen estimator on the path according to the ratio cut criterion.

final.normalised.cluster

the final estimator of the community labels according to the normalised cut criterion.

normalised.location

the location of the chosen estimator on the path according to the normalised cut criterion.

References

Yang Feng, Richard J. Samworth and Yi Yu, Fused Community Detection, manuscript.