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 |

**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

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
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