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SpecDetec (version 1.0.0)

getSpectralClusters: Clustering with the smallest eigenvectors from eigenvector Matrix

Description

Clustering with the smallest eigenvectors from eigenvector Matrix

Usage

getSpectralClusters(eigenvectorMatrix, numberOfClusters = 2)

Arguments

eigenvectorMatrix

Eigenvector matrix based on the affinity matrix

numberOfClusters

maximum number of clusters for prediction

Value

K-Means Cluster Object

Details

Modified standard function present in kernlab to perform clustering with graph spectrum using standard version of K-Means