Learn R Programming
creditmodel (version 1.1.6)

fuzzy_cluster_means: Fuzzy Cluster means.

Description

This function is used for Fuzzy Clustering.

Usage

fuzzy_cluster_means(dat, kc = 2, sf = 2, nstart = 1,
  max_iter = 100, epsm = 1e-06)
fuzzy_cluster(dat, kc = 2, init_centers, sf = 3, max_iter = 100,
  epsm = 1e-06)

Arguments

dat

A data.frame contained only predict variables.

kc

The number of cluster center (default is 2),

sf

Default is 2.

nstart

The number of random groups (default is 1),

max_iter

Max iteration number(default is 100) .

epsm

Default is 1e-06.

init_centers

Initial centers of obs.

References

Bezdek, James C. "FCM: The fuzzy c-means clustering algorithm". Computers & Geosciences (0098-3004),https://doi.org/10.1016/0098-3004(84)90020-7