fclust: Fuzzy Clustering
Version 1.1.2

Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visualizing fuzzy clustering results.

Browse man pages Browse package API and functions Browse package files

AuthorPaolo Giordani, Maria Brigida Ferraro
Date of publication2015-09-07 00:41:04
MaintainerPaolo Giordani <paolo.giordani@uniroma1.it>
LicenseGPL (>= 2)
Version1.1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fclust")

Man pages

butterfly: Butterfly data
cl.memb: Cluster membership
cl.memb.H: Cluster membership
cl.memb.t: Cluster membership
cl.size: Cluster size
cl.size.H: Cluster size
Fclust: Interactive fuzzy clustering analysis
Fclust.index: Clustering indices
FKM: Fuzzy _k_-means
FKM.ent: Fuzzy _k_-means with entropy regularization
FKM.ent.noise: Fuzzy _k_-means with entropy regularization and noise cluster
FKM.gk: Gustafson and Kessel - like fuzzy _k_-means
FKM.gk.ent: Gustafson and Kessel - like fuzzy _k_-means with entropy...
FKM.gk.ent.noise: Gustafson and Kessel - like fuzzy _k_-means with entropy...
FKM.gk.noise: Gustafson and Kessel - like fuzzy _k_-means with noise...
FKM.med: Fuzzy _k_-medoids
FKM.med.noise: Fuzzy _k_-medoids with noise cluster
FKM.noise: Fuzzy _k_-means with noise cluster
FKM.pf: Fuzzy _k_-means with polynomial fuzzifier
FKM.pf.noise: Fuzzy _k_-means with polynomial fuzzifier and noise cluster
Hraw: Raw prototypes
Mc: McDonald's data
MPC: Modified partition coefficient
PC: Partition coefficient
PE: Partition entropy
plot.fclust: Plotting fuzzy clustering output
print.fclust: Printing fuzzy clustering output
SIL: Silhouette index
SIL.F: Fuzzy silhouette index
summary.fclust: Summarizing fuzzy clustering output
synt.data: Synthetic data
unemployment: Unemployment data
VAT: Visual Assessment of (Cluster) Tendency
VCV: Visual Cluster Validity
VCV2: (New) Visual Cluster Validity
VIFCR: Visual inspection of fuzzy clustering results
XB: Xie and Beni index

Functions

FKM Man page Source code
FKM.ent Man page Source code
FKM.ent.noise Man page Source code
FKM.gk Man page Source code
FKM.gk.ent Man page Source code
FKM.gk.ent.noise Man page Source code
FKM.gk.noise Man page Source code
FKM.med Man page Source code
FKM.med.noise Man page Source code
FKM.noise Man page Source code
FKM.pf Man page Source code
FKM.pf.noise Man page Source code
Fclust Man page Source code
Fclust.index Man page Source code
Hraw Man page Source code
MPC Man page Source code
Mc Man page
PC Man page Source code
PE Man page Source code
SIL Man page Source code
SIL.F Man page Source code
VAT Man page Source code
VCV Man page Source code
VCV2 Man page Source code
VIFCR Man page Source code
XB Man page Source code
butterfly Man page
cl.memb Man page Source code
cl.memb.H Man page Source code
cl.memb.t Man page Source code
cl.size Man page Source code
cl.size.H Man page Source code
plot.fclust Man page Source code
print.fclust Man page Source code
summary.fclust Man page Source code
synt.data Man page
unemployment Man page

Files

inst
inst/CITATION
NAMESPACE
data
data/unemployment.rda
data/Mc.rda
data/synt.data.rda
data/butterfly.rda
R
R/FKM.pf.R
R/SIL.R
R/FKM.pf.noise.R
R/VCV2.R
R/FKM.gk.R
R/VIFCR.R
R/VCV.R
R/XB.R
R/FKM.ent.noise.R
R/FKM.gk.ent.R
R/FKM.R
R/cl.memb.H.R
R/PC.R
R/cl.size.H.R
R/SIL.F.R
R/FKM.gk.ent.noise.R
R/print.fclust.R
R/PE.R
R/cl.memb.t.R
R/Fclust.R
R/Fclust.index.R
R/MPC.R
R/FKM.gk.noise.R
R/cl.memb.R
R/summary.fclust.R
R/FKM.med.noise.R
R/Hraw.R
R/VAT.R
R/FKM.noise.R
R/plot.fclust.R
R/FKM.med.R
R/FKM.ent.R
R/cl.size.R
MD5
DESCRIPTION
man
man/print.fclust.Rd
man/VCV.Rd
man/FKM.Rd
man/MPC.Rd
man/VIFCR.Rd
man/cl.memb.Rd
man/Mc.Rd
man/VCV2.Rd
man/XB.Rd
man/summary.fclust.Rd
man/Hraw.Rd
man/SIL.Rd
man/Fclust.index.Rd
man/VAT.Rd
man/FKM.gk.ent.noise.Rd
man/FKM.pf.noise.Rd
man/Fclust.Rd
man/plot.fclust.Rd
man/PE.Rd
man/cl.memb.t.Rd
man/FKM.gk.noise.Rd
man/FKM.gk.Rd
man/FKM.med.Rd
man/FKM.pf.Rd
man/butterfly.Rd
man/cl.memb.H.Rd
man/FKM.gk.ent.Rd
man/unemployment.Rd
man/FKM.noise.Rd
man/FKM.med.noise.Rd
man/synt.data.Rd
man/FKM.ent.Rd
man/SIL.F.Rd
man/cl.size.Rd
man/FKM.ent.noise.Rd
man/cl.size.H.Rd
man/PC.Rd
fclust documentation built on May 19, 2017, 4:24 p.m.