clusterEstimatetNumber {SpecDetec}

Estimate the number of possible clusters

Description

Adaptation of the bartlett method of the speccalt package to estimate the number of clusters in the context of spectral clustering to detect change points

Usage

clusterEstimatetNumber(eigenvectorValues, tolerance, maxClusterNumber)

Arguments

eigenvectorValues

Eigenvector matrix based on the affinity matrix

tolerance

approximation to consider valid clusters

maxClusterNumber

maximum number of calculable clusters

Details

Adaptation of the bartlett method of the speccalt package to estimate the number of clusters in the context of spectral clustering to detect change points

Value

An estimated number of clusters

Author(s)

Luis Gustavo Uzai