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fclust (version 2.1.1.1)
Fuzzy Clustering
Description
Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visualizing fuzzy clustering results.
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Version
2.1.1.1
2.1.1
2.1
2.0.2
2.0.1
2.0
1.1.3
1.1.2
1.1.1
1.0.1
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Install
install.packages('fclust')
Monthly Downloads
782
Version
2.1.1.1
License
GPL (>= 2)
Maintainer
Paolo Giordani
Last Published
November 16th, 2022
Functions in fclust (2.1.1.1)
Search functions
FKM.pf
Fuzzy k-means with polynomial fuzzifier
FKM.noise
Fuzzy k-means with noise cluster
VIFCR
Visual inspection of fuzzy clustering results
cl.memb.t
Cluster membership
VCV2
(New) Visual Cluster Validity
cl.memb
Cluster membership
Fclust.compare
Similarity between partitions
FKM.gkb.ent.noise
Gustafson, Kessel and Babuska - like fuzzy k-means with entropy regularization and noise cluster
NBA
NBA teams data
MPC
Modified partition coefficient
FKM.gkb.noise
Gustafson, Kessel and Babuska - like fuzzy k-means with noise cluster
FKM.ent
Fuzzy k-means with entropy regularization
FKM.gkb
Gustafson, Kessel and Babuska - like fuzzy k-means
Mc
McDonald's data
VCV
Visual Cluster Validity
SIL
Silhouette index
SIL.F
Fuzzy silhouette index
VAT
Visual Assessment of (Cluster) Tendency
cl.memb.H
Cluster membership
plot.fclust
Plotting fuzzy clustering output
FKM.ent.noise
Fuzzy k-means with entropy regularization and noise cluster
Fclust.index
Cluster validity indexes
cl.size.H
Cluster size
NEFRC
Non-Euclidean Fuzzy Relational Clustering
NEFRC.noise
Non-Euclidean Fuzzy Relational Clustering with noise cluster
FKM.med.noise
Fuzzy k-medoids with noise cluster
cl.size
Cluster size
JACCARD.F
Fuzzy Jaccard index
Hraw
Raw prototypes
print.fclust
Printing fuzzy clustering output
FKM.gk.ent.noise
Gustafson and Kessel - like fuzzy k-means with entropy regularization and noise cluster
RI.F
Fuzzy Rand index
houseVotes
Congressional Voting Records Data
FKM.gk
Gustafson and Kessel - like fuzzy k-means
FKM.med
Fuzzy k-medoids
FKM.gk.noise
Gustafson and Kessel - like fuzzy k-means with noise cluster
synt.data
Synthetic data
PC
Partition coefficient
Fclust
Fuzzy clustering
PE
Partition entropy
FKM.gk.ent
Gustafson and Kessel - like fuzzy k-means with entropy regularization
FKM.pf.noise
Fuzzy k-means with polynomial fuzzifier and noise cluster
summary.fclust
Summarizing fuzzy clustering output
synt.data2
Synthetic data
XB
Xie and Beni index
unemployment
Unemployment data
butterfly
Butterfly data
ARI.F
Fuzzy adjusted Rand index
FKM
Fuzzy k-means
FKM.gkb.ent
Gustafson, Kessel and Babuska - like fuzzy k-means with entropy regularization