calcCentroids {geocmeans} | R Documentation |
Calculate the centroids
Description
Calculate the new centroids of the clusters based on the membership matrix for a classical FCM.
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 |
m |
A float representing the fuzziness degree |
Value
A a matrix with the centers calculated for each cluster
[Package geocmeans version 0.3.4 Index]