advclust: Object Oriented Advanced Clustering
Version 0.4

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.

Browse man pages Browse package API and functions Browse package files

AuthorAchmad Fauzi Bagus F, Setia Pramana
Date of publication2016-09-05 09:44:39
MaintainerAchmad Fauzi Bagus F <fauzi.pandya@gmail.com>
LicenseGPL-2
Version0.4
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("advclust", repos="http://R-Forge.R-project.org")

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

Functions

.cPair Man page
.cPair,ANY,ANY-method Man page
.cPair,ANY,fuzzycluster-method Man page
.cPair,fuzzycluster,ANY-method Man page
.cPair,fuzzycluster,fuzzycluster-method Man page
CE Man page
CE, Man page
CE,validation-method Man page
Kwon Man page
Kwon, Man page
Kwon,validation-method Man page
MPC Man page
MPC, Man page
MPC,validation-method Man page
PC Man page
PC, Man page
PC,validation-method Man page
S Man page
S, Man page
S,validation-method Man page
Tang Man page
Tang, Man page
Tang,validation-method Man page
XB Man page
XB, Man page
XB,validation-method Man page
as.membership Man page
biploting Man page Source code
cPair,fuzzycluster-method Man page
cPair,fuzzycluster-method,ANY-method Man page
c_fuzzycluster Man page
call.func Man page
call.func, Man page
call.func,fuzzycluster-method Man page
centroid Man page
centroid, Man page
centroid,fuzzycluster-method Man page
co.vote Man page Source code
co_fuzzycluster-class Man page
co_fuzzycluster-method Man page
distance Man page
distance, Man page
distance,fuzzycluster-method Man page
func.obj Man page
func.obj, Man page
func.obj,fuzzycluster-method Man page
fuzzy.CM Man page Source code
fuzzy.GG Man page Source code
fuzzy.GK Man page Source code
fuzzy.cPair Man page Source code
fuzzycluster-class Man page
fuzzycluster-method Man page
fuzzycluster_list-class Man page
fuzzyfier Man page
fuzzyfier, Man page
fuzzyfier,fuzzycluster-method Man page
hard.label Man page
hard.label,membership-method Man page
is.membership Man page Source code
is.na,co_fuzzycluster-method Man page
is.na,fuzzycluster-method Man page
is.na,membership-method Man page
member Man page
member, Man page
member,membership-method Man page
membership Man page
membership-class Man page
membership-method Man page
method.consensus Man page
method.consensus, Man page
method.consensus,co_fuzzycluster-method Man page
method.fuzzy Man page
method.fuzzy, Man page
method.fuzzy,fuzzycluster-method Man page
minWeightBipartiteMatching Man page Source code
onLoad Source code
pair Man page
pair,fuzzycluster_list-method Man page
print.co_fuzzycluster Man page Source code
print.fuzzycluster Man page Source code
print.membership Man page Source code
print.validation Man page Source code
radar.plotting Man page Source code
show,co_fuzzycluster-method Man page
show,fuzzycluster-method Man page
show,membership-method Man page
show,validation-method Man page
validation-class Man page
validation-method Man page
validation.index Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/as_Membership.R
R/biplot.R
R/c_fuzzycluster.R
R/class_co_fuzzycluster.R
R/class_fuzzycluster.R
R/class_fuzzycluster_list.R
R/class_membership.R
R/class_validation.R
R/co.vote.R
R/cpair_fuzzy.R
R/fuzzy.CM.R
R/fuzzy.GG.R
R/fuzzy.GK.R
R/is_Membership.R
R/membership.R
R/method_co_fuzzycluster.R
R/method_fuzzycluster.R
R/method_fuzzycluster_list.R
R/method_membership.R
R/method_validation.R
R/minWeightBipartiteMatching.R
R/print_Membership.R
R/print_co_fuzzycluster.R
R/print_fuzzycluster.R
R/print_validation.R
R/radarplot.R
R/validation.R
R/zzz.R
build
build/vignette.rds
inst
inst/doc
inst/doc/advclust.R
inst/doc/advclust.Rmd
inst/doc/advclust.html
man
man/as.membership.Rd
man/biploting.Rd
man/c_fuzzycluster.Rd
man/co.vote.Rd
man/co_fuzzycluster-class.Rd
man/co_fuzzycluster-methods.Rd
man/fuzzy.CM.Rd
man/fuzzy.GG.Rd
man/fuzzy.GK.Rd
man/fuzzy.cPair.Rd
man/fuzzycluster-class.Rd
man/fuzzycluster-methods.Rd
man/fuzzycluster_list-class.Rd
man/fuzzycluster_list-methods.Rd
man/is.membership.Rd
man/membership-class.Rd
man/membership-methods.Rd
man/membership.Rd
man/minWeightBipartiteMatching.Rd
man/print.co_fuzzycluster.Rd
man/print.fuzzycluster.Rd
man/print.membership.Rd
man/print.validation.Rd
man/radar.plotting.Rd
man/validation-class.Rd
man/validation-methods.Rd
man/validation.index.Rd
vignettes
vignettes/advclust.Rmd
advclust documentation built on May 21, 2017, 3:33 a.m.