# Fuzzy Clustering

## 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