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

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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.

Author
Achmad Fauzi Bagus F <uzi.fauz@gmail.com>, Setia Pramana
Date of publication
2016-09-04 09:36:21
Maintainer
Achmad Fauzi Bagus F <uzi.fauz@gmail.com>
License
GPL-2
Version
1.1

View on CRAN

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

Files in this package

RcmdrPlugin.FuzzyClust
RcmdrPlugin.FuzzyClust/inst
RcmdrPlugin.FuzzyClust/inst/Report.Rmd
RcmdrPlugin.FuzzyClust/inst/doc
RcmdrPlugin.FuzzyClust/inst/doc/fuzzyrcmdrplugin.R
RcmdrPlugin.FuzzyClust/inst/doc/fuzzyrcmdrplugin.Rmd
RcmdrPlugin.FuzzyClust/inst/doc/fuzzyrcmdrplugin.html
RcmdrPlugin.FuzzyClust/inst/etc
RcmdrPlugin.FuzzyClust/inst/etc/menus.txt
RcmdrPlugin.FuzzyClust/NAMESPACE
RcmdrPlugin.FuzzyClust/data
RcmdrPlugin.FuzzyClust/data/EastJava.rda
RcmdrPlugin.FuzzyClust/data/data.gen4.rda
RcmdrPlugin.FuzzyClust/data/data.gen1.rda
RcmdrPlugin.FuzzyClust/data/data.gen3.rda
RcmdrPlugin.FuzzyClust/data/data.gen2.rda
RcmdrPlugin.FuzzyClust/R
RcmdrPlugin.FuzzyClust/R/data.gen2.R
RcmdrPlugin.FuzzyClust/R/softensemble.R
RcmdrPlugin.FuzzyClust/R/manageDataCluster.R
RcmdrPlugin.FuzzyClust/R/checkManova.R
RcmdrPlugin.FuzzyClust/R/biploting.R
RcmdrPlugin.FuzzyClust/R/gustafsonKessel.R
RcmdrPlugin.FuzzyClust/R/data.R
RcmdrPlugin.FuzzyClust/R/radarplotting.R
RcmdrPlugin.FuzzyClust/R/inputPlugin.R
RcmdrPlugin.FuzzyClust/R/data.gen1.R
RcmdrPlugin.FuzzyClust/R/printfuzzy.R
RcmdrPlugin.FuzzyClust/R/data.gen4.R
RcmdrPlugin.FuzzyClust/R/result.R
RcmdrPlugin.FuzzyClust/R/fuzzyCMeans.R
RcmdrPlugin.FuzzyClust/R/validationindex.R
RcmdrPlugin.FuzzyClust/R/hello.R
RcmdrPlugin.FuzzyClust/R/data.gen3.R
RcmdrPlugin.FuzzyClust/vignettes
RcmdrPlugin.FuzzyClust/vignettes/skeleton.html
RcmdrPlugin.FuzzyClust/vignettes/fuzzyrcmdrplugin.Rmd
RcmdrPlugin.FuzzyClust/MD5
RcmdrPlugin.FuzzyClust/build
RcmdrPlugin.FuzzyClust/build/vignette.rds
RcmdrPlugin.FuzzyClust/DESCRIPTION
RcmdrPlugin.FuzzyClust/man
RcmdrPlugin.FuzzyClust/man/managedata.Rd
RcmdrPlugin.FuzzyClust/man/data.gen3.Rd
RcmdrPlugin.FuzzyClust/man/EastJava.Rd
RcmdrPlugin.FuzzyClust/man/soft.vote.ensemble.Rd
RcmdrPlugin.FuzzyClust/man/data.gen2.Rd
RcmdrPlugin.FuzzyClust/man/biploting.Rd
RcmdrPlugin.FuzzyClust/man/radar.plotting.Rd
RcmdrPlugin.FuzzyClust/man/validation.index.Rd
RcmdrPlugin.FuzzyClust/man/fuzzy.GK.Rd
RcmdrPlugin.FuzzyClust/man/checkManova.Rd
RcmdrPlugin.FuzzyClust/man/pluginInput.Rd
RcmdrPlugin.FuzzyClust/man/data.gen1.Rd
RcmdrPlugin.FuzzyClust/man/hello.Rd
RcmdrPlugin.FuzzyClust/man/data.gen4.Rd
RcmdrPlugin.FuzzyClust/man/fuzzy.CM.Rd
RcmdrPlugin.FuzzyClust/man/result.GUI.Rd