calcSFGCMBelongMatrix: Calculate the generalized membership matrix (spatial version)

View source: R/RcppExports.R

calcSFGCMBelongMatrixR Documentation

Calculate the generalized membership matrix (spatial version)

Description

Calculate the generalized membership matrix (spatial version)

Usage

calcSFGCMBelongMatrix(centers, data, wdata, m, alpha, beta)

Arguments

centers

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

data

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

wdata

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

m

A float representing the fuzziness degree

alpha

A float representing the weight of the space in the analysis (0 is a typical fuzzy-c-mean algorithm, 1 is balanced between the two dimensions, 2 is twice the weight for space)

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


geocmeans documentation built on June 17, 2022, 1:05 a.m.