calcRobustSigmas {geocmeans}R Documentation

Calculate sigmas for the robust version of the c-means algorithm

Description

Calculate sigmas for the robust version of the c-means algorithm

Arguments

data

A Numeric matrix representing the observed data with n rows and p columns

belongmatrix

A n X k matrix giving for each observation n, its probability to belong to the cluster k

centers

A c X k matrix giving for each cluster c, its center in k dimensions

m

A float representing the fuzziness degree

Value

A vector with the sigmas for each cluster


[Package geocmeans version 0.3.4 Index]