C.f {MKMeans}

Finding the center of a cluster.

Description

It's a function of finding the center of a cluster.

Usage

C.f(dat, type)

Arguments

dat

Numeric. A cluster matrix with each row being an observaion.

type

Integer. The type of distance between observations. 1 for Euclidean distance. 2 for Manhattan distance. 3 for maximum deviation along dimensions.

Value

A vector.

Author(s)

Yi Ya

References

Yarong Yang(Yi Ya) and Jacob Zhang.(2022) MKMeans: A Modern K-Means Clustering Algorithm. submitted to Journal of American Statistical Association

Examples

x<-rnorm(5,0,1)
y<-rnorm(5,1,1)
data<-cbind(x,y)
Res<-C.f(dat=data,type=1)