calcCentroids: Calculate the centroids
In geocmeans: Implementing Methods for Spatial Fuzzy Unsupervised Classification
calcCentroids 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
geocmeans documentation built on Sept. 12, 2023, 9:06 a.m.
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| calcCentroids | 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
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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