Finds k clusters in data points and assigns each point to a cluster.

Source: R/fit_assign.R

Finds k clusters in data points and assigns each point to a cluster.

fit_assign(X, k)

Arguments

X

array: Data points of dimension (n,d)
k

int: The number of desired clusters

Value

list: array of cluster centers dimension(n,d), array of cluster labels dimension (n,1)

Examples

X = rbind(c(0,0), c(1,1))
km <- fit_assign(X, 2)