calcFGCMBelongMatrixNoisy: Calculate the generalized membership matrix with a noise...

View source: R/RcppExports.R

calcFGCMBelongMatrixNoisyR Documentation

Calculate the generalized membership matrix with a noise cluster

Description

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

Usage

calcFGCMBelongMatrixNoisy(centers, data, m, beta, delta, sigmas)

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

m

A float representing the fuzziness degree

beta

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

delta

A float, the value set for delta by the user

sigmas

A numeric vector for calculating the robust version of the FCM. Filled with ones if the classical version is required

Value

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


geocmeans documentation built on Sept. 12, 2023, 9:06 a.m.