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Function to estimate the number of clusters using discriminant analysis parts of this function is based on the sigclust2 package by Patrick Kimes see https://github.com/pkimes/sigclust2

Usage

.runDiscriminant(distMat, minClusterSize, alpha = 0.001)

Arguments

distMat

A distance matrix

minClusterSize

The minimum cluster size

alpha

a value between 0 and 1 specifying the desired level of cutoff

Value

Optimal number of clusters