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

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.

AuthorAchmad Fauzi Bagus F <uzi.fauz@gmail.com>, Setia Pramana
Date of publication2016-09-04 09:36:21
MaintainerAchmad Fauzi Bagus F <uzi.fauz@gmail.com>
LicenseGPL-2
Version1.1

View on CRAN

Files

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

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