advfclust: Fuzzy Clustering (Ensembling and Optimization)

Advance Fuzzy Clustering is a package that provides some technical analysis algoritm for Fuzzy Clustering. There are several technique that provided by this package, i.e. Fuzzy C-Means, and Gustafson Kessel (Babuska Version).In addition to optimize the resulting centroid, this package provide optimization algorithm and ensembling.For validating the result, this package provide several validation index, i.e. Xie index used for validation Beni (XB), Kwon (K), Tang (T), Separation (S), Partition Coefficient (PC), Classification Entrophy (CE), Modified Partition Coefficient (MPC).

Author
Achmad Fauzi Bagus F
Date of publication
2016-08-24 15:58:21
Maintainer
Achmad Fauzi Bagus F <fauzi.pandya@gmail.com>
License
GPL-2
Version
0.1

View on R-Forge

Man pages

as.membership
As Membership/Membership Matrix
fuzzy.CM
Fuzzy C-Means
fuzzy.GK
Gustafson Kessel Clustering with Babuska Improvisation
fuzzyResult-class
Fuzzy Result
is.membership
Check membership Matrix/Object
membership
Make an Partition Matrix
membership-class
Membership
print.fuzzyResult
Print Fuzzy Clustering Result
print.membership
Print membership
print.validation
Print Validation Index
validation-class
Validation Class
validation.index
Validation Index

Files in this package

advfclust/DESCRIPTION
advfclust/NAMESPACE
advfclust/R
advfclust/R/as_Membership.R
advfclust/R/fuzzy.CM.R
advfclust/R/fuzzy.GK.R
advfclust/R/init_Fuzzy.R
advfclust/R/init_fuzzyResult.R
advfclust/R/init_membership.R
advfclust/R/init_validation.R
advfclust/R/is_Membership.R
advfclust/R/membership.R
advfclust/R/print_Membership.R
advfclust/R/print_fuzzyResult.R
advfclust/R/print_validation.R
advfclust/R/validation.R
advfclust/R/zzz.R
advfclust/man
advfclust/man/as.membership.Rd
advfclust/man/fuzzy.CM.Rd
advfclust/man/fuzzy.GK.Rd
advfclust/man/fuzzyResult-class.Rd
advfclust/man/is.membership.Rd
advfclust/man/membership-class.Rd
advfclust/man/membership.Rd
advfclust/man/print.fuzzyResult.Rd
advfclust/man/print.membership.Rd
advfclust/man/print.validation.Rd
advfclust/man/validation-class.Rd
advfclust/man/validation.index.Rd