kneedle_silhouette_consensus: Pick k based on the knee point in the silhouette score

View source: R/gen3DNet.R

kneedle_silhouette_consensusR Documentation

Pick k based on the knee point in the silhouette score

Description

This function uses the knee point (Satopaa 2011) of the average silhouette width (Lessig 1972), which is implemented in the NMF library (Gaujoux 2010).

Usage

kneedle_silhouette_consensus(data, k_range)

Arguments

data

The data with an unknown number of clusters.

k_range

The range of possible k values

Value

The chosen value of k.


MollahLab/gen3DNet documentation built on Nov. 18, 2024, 5:08 a.m.