estkTW {SC3}R Documentation

Estimate the optimal k for k-means clustering

Description

The function finds the eigenvalues of the sample covariance matrix. It will then return the number of significant eigenvalues according to the Tracy-Widom test.

Usage

estkTW(dataset)

Arguments

dataset

processed input expression matrix.

Value

an estimated number of clusters k


[Package SC3 version 1.21.0 Index]