fclust: Fuzzy Clustering

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

Author
Paolo Giordani, Maria Brigida Ferraro
Date of publication
2015-09-07 00:41:04
Maintainer
Paolo Giordani <paolo.giordani@uniroma1.it>
License
GPL (>= 2)
Version
1.1.2

View on CRAN

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

Files in this package

fclust
fclust/inst
fclust/inst/CITATION
fclust/NAMESPACE
fclust/data
fclust/data/unemployment.rda
fclust/data/Mc.rda
fclust/data/synt.data.rda
fclust/data/butterfly.rda
fclust/R
fclust/R/FKM.pf.R
fclust/R/SIL.R
fclust/R/FKM.pf.noise.R
fclust/R/VCV2.R
fclust/R/FKM.gk.R
fclust/R/VIFCR.R
fclust/R/VCV.R
fclust/R/XB.R
fclust/R/FKM.ent.noise.R
fclust/R/FKM.gk.ent.R
fclust/R/FKM.R
fclust/R/cl.memb.H.R
fclust/R/PC.R
fclust/R/cl.size.H.R
fclust/R/SIL.F.R
fclust/R/FKM.gk.ent.noise.R
fclust/R/print.fclust.R
fclust/R/PE.R
fclust/R/cl.memb.t.R
fclust/R/Fclust.R
fclust/R/Fclust.index.R
fclust/R/MPC.R
fclust/R/FKM.gk.noise.R
fclust/R/cl.memb.R
fclust/R/summary.fclust.R
fclust/R/FKM.med.noise.R
fclust/R/Hraw.R
fclust/R/VAT.R
fclust/R/FKM.noise.R
fclust/R/plot.fclust.R
fclust/R/FKM.med.R
fclust/R/FKM.ent.R
fclust/R/cl.size.R
fclust/MD5
fclust/DESCRIPTION
fclust/man
fclust/man/print.fclust.Rd
fclust/man/VCV.Rd
fclust/man/FKM.Rd
fclust/man/MPC.Rd
fclust/man/VIFCR.Rd
fclust/man/cl.memb.Rd
fclust/man/Mc.Rd
fclust/man/VCV2.Rd
fclust/man/XB.Rd
fclust/man/summary.fclust.Rd
fclust/man/Hraw.Rd
fclust/man/SIL.Rd
fclust/man/Fclust.index.Rd
fclust/man/VAT.Rd
fclust/man/FKM.gk.ent.noise.Rd
fclust/man/FKM.pf.noise.Rd
fclust/man/Fclust.Rd
fclust/man/plot.fclust.Rd
fclust/man/PE.Rd
fclust/man/cl.memb.t.Rd
fclust/man/FKM.gk.noise.Rd
fclust/man/FKM.gk.Rd
fclust/man/FKM.med.Rd
fclust/man/FKM.pf.Rd
fclust/man/butterfly.Rd
fclust/man/cl.memb.H.Rd
fclust/man/FKM.gk.ent.Rd
fclust/man/unemployment.Rd
fclust/man/FKM.noise.Rd
fclust/man/FKM.med.noise.Rd
fclust/man/synt.data.Rd
fclust/man/FKM.ent.Rd
fclust/man/SIL.F.Rd
fclust/man/cl.size.Rd
fclust/man/FKM.ent.noise.Rd
fclust/man/cl.size.H.Rd
fclust/man/PC.Rd