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fclust (version 1.0.1)

Fuzzy clustering

Description

Algorithms for fuzzy clustering and cluster validity indices

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Version

Install

install.packages('fclust')

Monthly Downloads

802

Version

1.0.1

License

GPL (>= 2)

Maintainer

Paolo Giordani

Last Published

March 26th, 2014

Functions in fclust (1.0.1)

cl.memb

Cluster membership
FKM.ent

Fuzzy k-means with entropy regularization
Fclust.index

Clustering indices
Fclust

Interactive fuzzy clustering analysis
cl.size

Cluster size
SIL

Silhouette index
butterfly

Butterfly data
PC

Partition coefficient
cl.memb.H

Cluster membership
FKM.gk.ent

Gustafson and Kessel - like fuzzy k-means with entropy regularization
PE

Partition entropy
FKM.med

Fuzzy k-medoids
unemployment

Unemployment data
SIL.F

Fuzzy silhouette index
synt.data

Synthetic data
FKM.noise

Fuzzy k-means with noise cluster
FKM.gk

Gustafson and Kessel - like fuzzy k-means
Hraw

Raw prototypes
cl.memb.t

Cluster membership
MPC

Modified partition coefficient
XB

Xie and Beni index
Mc

McDonald's data
FKM

Fuzzy k-means
cl.size.H

Cluster size