advclust: Object Oriented Advanced Clustering

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S4 Object Oriented for Advanced Fuzzy Clustering and Fuzzy COnsensus Clustering. Techniques that provided by this package are Fuzzy C-Means, Gustafson Kessel (Babuska Version), Gath-Geva, Sum Voting Consensus, Product Voting Consensus, and Borda Voting Consensus. This package also provide visualization via Biplot and Radar Plot.

Author
Achmad Fauzi Bagus F, Setia Pramana
Date of publication
2016-09-04 13:48:57
Maintainer
Achmad Fauzi Bagus F <fauzi.pandya@gmail.com>
License
GPL-2
Version
0.4

View on CRAN

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.cPair
Pairing fuzzy cluster
fuzzy.GG
Gath Geva Clustering
fuzzy.GK
Gustafson Kessel Clustering with Babuska Improvisation
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.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

advclust
advclust/inst
advclust/inst/doc
advclust/inst/doc/advclust.html
advclust/inst/doc/advclust.Rmd
advclust/inst/doc/advclust.R
advclust/NAMESPACE
advclust/R
advclust/R/membership.R
advclust/R/method_fuzzycluster_list.R
advclust/R/method_co_fuzzycluster.R
advclust/R/c_fuzzycluster.R
advclust/R/minWeightBipartiteMatching.R
advclust/R/print_Membership.R
advclust/R/cpair_fuzzy.R
advclust/R/radarplot.R
advclust/R/as_Membership.R
advclust/R/method_membership.R
advclust/R/validation.R
advclust/R/class_validation.R
advclust/R/method_validation.R
advclust/R/method_fuzzycluster.R
advclust/R/print_fuzzycluster.R
advclust/R/fuzzy.GG.R
advclust/R/class_fuzzycluster_list.R
advclust/R/print_validation.R
advclust/R/class_membership.R
advclust/R/class_co_fuzzycluster.R
advclust/R/fuzzy.GK.R
advclust/R/print_co_fuzzycluster.R
advclust/R/zzz.R
advclust/R/fuzzy.CM.R
advclust/R/co.vote.R
advclust/R/is_Membership.R
advclust/R/biplot.R
advclust/R/class_fuzzycluster.R
advclust/vignettes
advclust/vignettes/advclust.Rmd
advclust/MD5
advclust/build
advclust/build/vignette.rds
advclust/DESCRIPTION
advclust/man
advclust/man/fuzzy.GG.Rd
advclust/man/fuzzycluster-class.Rd
advclust/man/validation-class.Rd
advclust/man/c_fuzzycluster.Rd
advclust/man/fuzzycluster-methods.Rd
advclust/man/print.membership.Rd
advclust/man/co.vote.Rd
advclust/man/print.fuzzycluster.Rd
advclust/man/membership-class.Rd
advclust/man/membership-methods.Rd
advclust/man/biploting.Rd
advclust/man/radar.plotting.Rd
advclust/man/membership.Rd
advclust/man/validation.index.Rd
advclust/man/print.co_fuzzycluster.Rd
advclust/man/as.membership.Rd
advclust/man/is.membership.Rd
advclust/man/fuzzy.GK.Rd
advclust/man/fuzzycluster_list-methods.Rd
advclust/man/validation-methods.Rd
advclust/man/print.validation.Rd
advclust/man/co_fuzzycluster-class.Rd
advclust/man/minWeightBipartiteMatching.Rd
advclust/man/fuzzy.cPair.Rd
advclust/man/fuzzycluster_list-class.Rd
advclust/man/fuzzy.CM.Rd
advclust/man/co_fuzzycluster-methods.Rd