calcFGCMBelongMatrix {geocmeans} | R Documentation |
Calculate the generalized membership matrix according to a set of centroids, the observed data, the fuzziness degree, and a beta parameter
calcFGCMBelongMatrix(centers, data, m, beta)
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) |
A n * k matrix representing the belonging probabilities of each observation to each cluster
#This is an internal function, no example provided