rcmdrfuzzyclust: 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>
Date of publication
2016-08-30 01:43:16
Maintainer
Achmad Fauzi Bagus F <uzi.fauz@gmail.com>
License
GPL-2
Version
0.1

View on R-Forge

Man pages

biploting
Biploting Cluster Result
checkManova
MANOVA analysis of cluster
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

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