RcmdrPlugin.FuzzyClust: R Commander Plug-in for Fuzzy Clustering Methods (Fuzzy C-Means and Gustafson Kessel)
Version 1.1

The R Commander Plug-in for Fuzzy Clustering Methods. This Plug- in provide Graphical User Interface of 2 methods of Fuzzy Clustering (Fuzzy C- Means /FCM and Gustafson Kessel-Babuska). For validation of clustering, this plug- in use Xie Beni Index, MPC index, and CE index. For statistical test (test of significant differences of grouping/clustering), this plug-in use MANOVA analysis with Pillai trace statistics. For stabilize the result, this package provide soft voting cluster ensemble function. Visualization of result are provided via plugin that must be load in Rcmdr file.

Browse man pages Browse package API and functions Browse package files

AuthorAchmad Fauzi Bagus F <uzi.fauz@gmail.com>, Setia Pramana
Date of publication2016-09-04 00:27:10
MaintainerAchmad Fauzi Bagus F <uzi.fauz@gmail.com>
LicenseGPL-2
Version1.1
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("RcmdrPlugin.FuzzyClust", repos="http://R-Forge.R-project.org")

Man pages

biploting: Biploting Cluster Result
checkManova: MANOVA analysis of cluster
data.gen1: Data Generate 1
data.gen2: Data Generate 2
data.gen3: Data Generate 3
data.gen4: Data Generate 4
EastJava: Data of Education Variables on East Java Indonesia 2014
fuzzy.CM: Fuzzy C-Means
fuzzy.GK: Gustafson Kessel Improved Covariance Estimation
hello: Hello function
managedata: Preparing data for clustering.
pluginInput: Input Plugin of Fuzzy Clustering on Rcmdr
radar.plotting: Radar Ploting Cluster Result
result.GUI: Result GUI
soft.vote.ensemble: Soft Voting Cluster Ensemble
validation.index: Validation Index of Fuzzy Clustering

Functions

EastJava Man page
biploting Man page Source code
checkManova Man page Source code
data.gen1 Man page
data.gen2 Man page
data.gen3 Man page
data.gen4 Man page
fuzzy.CM Man page Source code
fuzzy.GK Man page Source code
hello Man page Source code
managedata Man page Source code
pluginInput Man page Source code
print.fuzzyclust Source code
print.validation Source code
radar.plotting Man page Source code
result.GUI Man page Source code
soft.vote.ensemble Man page Source code
validation.index Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/biploting.R
R/checkManova.R
R/data.R
R/data.gen1.R
R/data.gen2.R
R/data.gen3.R
R/data.gen4.R
R/fuzzyCMeans.R
R/gustafsonKessel.R
R/hello.R
R/inputPlugin.R
R/manageDataCluster.R
R/printfuzzy.R
R/radarplotting.R
R/result.R
R/softensemble.R
R/validationindex.R
build
build/vignette.rds
data
data/EastJava.rda
data/data.gen1.rda
data/data.gen2.rda
data/data.gen3.rda
data/data.gen4.rda
inst
inst/Report.Rmd
inst/doc
inst/doc/fuzzyrcmdrplugin.R
inst/doc/fuzzyrcmdrplugin.Rmd
inst/doc/fuzzyrcmdrplugin.html
inst/etc
inst/etc/menus.txt
man
man/EastJava.Rd
man/biploting.Rd
man/checkManova.Rd
man/data.gen1.Rd
man/data.gen2.Rd
man/data.gen3.Rd
man/data.gen4.Rd
man/fuzzy.CM.Rd
man/fuzzy.GK.Rd
man/hello.Rd
man/managedata.Rd
man/pluginInput.Rd
man/radar.plotting.Rd
man/result.GUI.Rd
man/soft.vote.ensemble.Rd
man/validation.index.Rd
vignettes
vignettes/fuzzyrcmdrplugin.Rmd
vignettes/skeleton.html
RcmdrPlugin.FuzzyClust documentation built on May 21, 2017, 12:52 a.m.