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 |

**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

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
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