silhouette: Silhouette score

In aczepielik/CrossTabCluster: Tools For Clsutering Cross Tables

Description

Calculates silhouette scores for clustered profiles and mean score for the whole clustering result.

Usage

silhouette(table, dimension, clusters)

Arguments

table	object of class "table".
dimension	integer. Whether to use rows (1) or columns (2). Default is 1.
clusters	list of integer vectors. Each vector should define a cluster by specifing row or column indices of its memebrs. Clusters must not overalap.

Value

list with two elements. First element is a list with silhouette scores for each profile didvided into clutsers, second one is a weighted mean of those scores.

Examples

clusters <- clusters2list(stats::cutree(hclust_table(ksarakil, 1), k = 4))
silhouette(ksarakil, 1, clusters)

aczepielik/CrossTabCluster documentation built on June 19, 2020, 7:53 p.m.