calc_centers: Calculates center coordinates of each cluster

In UBC-MDS/kmeaningfulR: Performs Kmeans Clustering

Description

Calculates center coordinates of each cluster

Usage

calc_centers(X, centers, labels)

Arguments

X	array Data points of dimension (n,d)
centers	array Coordinates of previous cluster centers, dimension (k,d) (used only to determine number of centers k)
labels	array Cluster assignments for each point in X, dimension (n,1)

Value

array Center coordinate for each cluster, dimension (k,d)

Examples

X = rbind(c(0,0), c(1,0), c(10,0), c(11,0))
centers = rbind(c(0, 0), c(10, 10))
labels = c(1, 1, 2, 2)
calc_centers(X, centers, labels)

UBC-MDS/kmeaningfulR documentation built on March 29, 2021, 7:55 a.m.