wcss: Compute clusters' Within Cluster Sum of Squares

In sarafrr/basicClEval:

Description

This function computes the Within Cluster Sum of Squares WCSS for each cluster. It takes in input a data.frame or a matrix of data and a vector containing the classification of each sample.

Usage

wcss(data, clClassification, verbose = TRUE, ...)

Arguments

data	Dataset of class type data.frame or matrix
clClassification	Vector of samples' clustering labels
...	Other arguments

Value

A list with:

• WCSSByClByVar - WCSS by cluster by variable

• WCSSByClB - WCSS by cluster

• WCSS - Sum of the total WCSS

• nClusters - number of clusters

• sizeCl - number of elements by cluster

sarafrr/basicClEval documentation built on Dec. 31, 2020, 5:08 a.m.