Fuzzy Clustering


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Documentation for package ‘fclust’ version 1.1

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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 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.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