cofclust: Consensus Optimization Fuzzy Clustering

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S4 Object Oriented Fuzzy Clustering. Fuzzy Clustering method that provided Fuzzy C-Means, Gustafson Kessel (Babuska Version). Also provided with several validation index, consensus, and hybrid optimization.

Author
Achmad Fauzi Bagus F
Date of publication
2016-08-31 14:38:21
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
biploting
Biploting Fuzzy Cluster Result
c_fuzzycluster
Combine fuzzy cluster result
co_fuzzycluster-class
Consensus Fuzzy Cluster Result
co_fuzzycluster-methods
Method for co_fuzzycluster classes
co.vote
Consensus / Ensemble Fuzzy Clustering: Voting
fuzzycluster-class
Fuzzy Result
fuzzycluster_list-class
Fuzzy Result List
fuzzycluster_list-methods
Method for fuzzycluster_list classes
fuzzycluster-methods
Method for fuzzycluster classes
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
membership-methods
Method for membership classes
minWeightBipartiteMatching
Matching label
print.co_fuzzycluster
Print Consensus Fuzzy Clustering Result
print.fuzzycluster
Print Fuzzy Clustering Result
print.fuzzyResult
Print Fuzzy Clustering Result
print.membership
Print membership
print.validation
Print Validation Index
radar.plotting
Radar Ploting Fuzzy Cluster Result
validation-class
Validation Class
validation.index
Validation Index
validation-methods
Method for validation classes

Files in this package

cofclust/DESCRIPTION
cofclust/NAMESPACE
cofclust/R
cofclust/R/as_Membership.R
cofclust/R/biplot.R
cofclust/R/c_fuzzycluster.R
cofclust/R/class_co_fuzzycluster.R
cofclust/R/class_fuzzycluster.R
cofclust/R/class_fuzzycluster_list.R
cofclust/R/class_membership.R
cofclust/R/class_validation.R
cofclust/R/co.vote.R
cofclust/R/cpair_fuzzy.R
cofclust/R/fuzzy.CM.R
cofclust/R/fuzzy.GK.R
cofclust/R/init_Fuzzy.R
cofclust/R/init_fuzzyResult.R
cofclust/R/init_membership.R
cofclust/R/init_validation.R
cofclust/R/is_Membership.R
cofclust/R/membership.R
cofclust/R/method_co_fuzzycluster.R
cofclust/R/method_fuzzycluster.R
cofclust/R/method_fuzzycluster_list.R
cofclust/R/method_membership.R
cofclust/R/method_validation.R
cofclust/R/minWeightBipartiteMatching.R
cofclust/R/print_Membership.R
cofclust/R/print_co_fuzzycluster.R
cofclust/R/print_fuzzyResult.R
cofclust/R/print_fuzzycluster.R
cofclust/R/print_validation.R
cofclust/R/radarplot.R
cofclust/R/validation.R
cofclust/R/zzz.R
cofclust/man
cofclust/man/as.membership.Rd
cofclust/man/biploting.Rd
cofclust/man/c_fuzzycluster.Rd
cofclust/man/co.vote.Rd
cofclust/man/co_fuzzycluster-class.Rd
cofclust/man/co_fuzzycluster-methods.Rd
cofclust/man/fuzzy.CM.Rd
cofclust/man/fuzzy.GK.Rd
cofclust/man/fuzzyResult-class.Rd
cofclust/man/fuzzycluster-class.Rd
cofclust/man/fuzzycluster-methods.Rd
cofclust/man/fuzzycluster_list-class.Rd
cofclust/man/fuzzycluster_list-methods.Rd
cofclust/man/is.membership.Rd
cofclust/man/membership-class.Rd
cofclust/man/membership-methods.Rd
cofclust/man/membership.Rd
cofclust/man/minWeightBipartiteMatching.Rd
cofclust/man/print.co_fuzzycluster.Rd
cofclust/man/print.fuzzyResult.Rd
cofclust/man/print.fuzzycluster.Rd
cofclust/man/print.membership.Rd
cofclust/man/print.validation.Rd
cofclust/man/radar.plotting.Rd
cofclust/man/validation-class.Rd
cofclust/man/validation-methods.Rd
cofclust/man/validation.index.Rd