Fuzzy Clustering

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Documentation for package ‘fclust’ version 2.1.1.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

ARI.F	Fuzzy adjusted Rand index
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	Fuzzy clustering
Fclust.compare	Similarity between partitions
Fclust.index	Cluster validity indexes
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 regularization
FKM.gk.ent.noise	Gustafson and Kessel - like fuzzy k-means with entropy regularization and noise cluster
FKM.gk.noise	Gustafson and Kessel - like fuzzy k-means with noise cluster
FKM.gkb	Gustafson, Kessel and Babuska - like fuzzy k-means
FKM.gkb.ent	Gustafson, Kessel and Babuska - like fuzzy k-means with entropy regularization
FKM.gkb.ent.noise	Gustafson, Kessel and Babuska - like fuzzy k-means with entropy regularization and noise cluster
FKM.gkb.noise	Gustafson, Kessel and Babuska - like fuzzy k-means with noise cluster
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
houseVotes	Congressional Voting Records Data
Hraw	Raw prototypes
JACCARD.F	Fuzzy Jaccard index
Mc	McDonald's data
MPC	Modified partition coefficient
NBA	NBA teams data
NEFRC	Non-Euclidean Fuzzy Relational Clustering
NEFRC.noise	Non-Euclidean Fuzzy Relational Clustering with noise cluster
PC	Partition coefficient
PE	Partition entropy
plot.fclust	Plotting fuzzy clustering output
print.fclust	Printing fuzzy clustering output
RI.F	Fuzzy Rand index
SIL	Silhouette index
SIL.F	Fuzzy silhouette index
summary.fclust	Summarizing fuzzy clustering output
synt.data	Synthetic data
synt.data2	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