calcFGCMBelongMatrix {geocmeans}R Documentation

Calculate the generalized membership matrix

Description

Calculate the generalized membership matrix according to a set of centroids, the observed data, the fuzziness degree, and a beta parameter

Usage

calcFGCMBelongMatrix(centers, data, m, beta)

Arguments

centers

A matrix or a dataframe representing the centers of the clusters with p columns and k rows

data

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

m

A float representing the fuzziness degree

beta

A float for the beta parameter (control speed convergence and classification crispness)

Value

A n * k matrix representing the belonging probabilities of each observation to each cluster

Examples

#This is an internal function, no example provided

[Package geocmeans version 0.1.1 Index]