SDEFSR: Subgroup Discovery with Evolutionary Fuzzy Systems in R

Implementation of evolutionary fuzzy systems for the data mining task called "subgroup discovery". It also provide a Shiny App for make the analysis easier. The algorithms works with data sets provided in KEEL, ARFF and CSV format and also with data.frame objects.

AuthorAngel M. Garcia [aut, cre], Pedro Gonzalez [aut, cph], Cristobal J. Carmona [aut, cph], Francisco Charte [ctb], Maria J. del Jesus [aut, cph]
Date of publication2016-07-13 10:19:14
MaintainerAngel M. Garcia <amgv0009@red.ujaen.es>
LicenseLGPL (>= 3) | file LICENSE
Version0.7.1.0
https://github.com/aklxao2/SDR

View on CRAN

Functions

carTra Man page
carTst Man page
FUGEPSD Man page
germanTra Man page
germanTst Man page
habermanRules Man page
habermanTra Man page
habermanTst Man page
MESDIF Man page
NMEEF_SD Man page
plotRules Man page
print.SDEFSR_Dataset Man page
read.dataset Man page
Rule.compatibility Man page
SDEFSR Man page
SDEFSR_DatasetFromDataFrame Man page
SDEFSR_GUI Man page
SDEFSR-package Man page
[.SDEFSR_Rules Man page
SDIGA Man page
sort.SDEFSR_Rules Man page
summary.SDEFSR_Dataset Man page
tournamentSelection Man page

Files

SDEFSR
SDEFSR/inst
SDEFSR/inst/shiny
SDEFSR/inst/shiny/ui.R
SDEFSR/inst/shiny/server.R
SDEFSR/inst/shiny/www
SDEFSR/inst/shiny/www/bootstrap.css
SDEFSR/inst/shiny/www/busy.gif
SDEFSR/inst/shiny/www/load.js
SDEFSR/inst/shiny/www/page2.md
SDEFSR/inst/shiny/optionsFile.txt
SDEFSR/inst/shiny/rulesFile.txt
SDEFSR/inst/shiny/testQM.txt
SDEFSR/inst/doc
SDEFSR/inst/doc/SDEFSRpackage.R
SDEFSR/inst/doc/SDEFSRpackage.Rmd
SDEFSR/inst/doc/SDEFSRpackage.pdf
SDEFSR/NAMESPACE
SDEFSR/NEWS.md
SDEFSR/data
SDEFSR/data/habermanTra.rda
SDEFSR/data/germanTst.rda
SDEFSR/data/habermanTst.rda
SDEFSR/data/habermanRules.rda
SDEFSR/data/carTra.rda
SDEFSR/data/carTst.rda
SDEFSR/data/germanTra.rda
SDEFSR/R
SDEFSR/R/FuGePSD.R
SDEFSR/R/www
SDEFSR/R/www/busy.gif
SDEFSR/R/www/load.js
SDEFSR/R/Fuzzy.R SDEFSR/R/QualityMeasures.R SDEFSR/R/Utils.R SDEFSR/R/read_arff.R SDEFSR/R/SDIGA.R SDEFSR/R/exportedFunctions.R SDEFSR/R/PackageDoc.R SDEFSR/R/MESDIF.R SDEFSR/R/ga.R SDEFSR/R/readData.R SDEFSR/R/NMEEFSD.R SDEFSR/R/datasets.R
SDEFSR/vignettes
SDEFSR/vignettes/Interfaz2.PNG
SDEFSR/vignettes/garcia-charte-gonzalez-carmona-deljesus.bibtex
SDEFSR/vignettes/NMEEFSchema.PNG
SDEFSR/vignettes/SDEFSRpackage.Rmd
SDEFSR/vignettes/Interfaz1.PNG
SDEFSR/vignettes/salida.tex
SDEFSR/vignettes/MESDIFSchema.PNG
SDEFSR/vignettes/IEEEtran.cls
SDEFSR/MD5
SDEFSR/build
SDEFSR/build/vignette.rds
SDEFSR/DESCRIPTION
SDEFSR/man
SDEFSR/man/MESDIF.Rd SDEFSR/man/SDIGA.Rd SDEFSR/man/tournamentSelection.Rd SDEFSR/man/germanTst.Rd SDEFSR/man/habermanRules.Rd SDEFSR/man/carTst.Rd SDEFSR/man/habermanTst.Rd SDEFSR/man/sub-.SDEFSR_Rules.Rd SDEFSR/man/SDEFSR_DatasetFromDataFrame.Rd SDEFSR/man/NMEEF_SD.Rd SDEFSR/man/SDEFSR.Rd SDEFSR/man/carTra.Rd SDEFSR/man/SDEFSR_GUI.Rd SDEFSR/man/sort.SDEFSR_Rules.Rd SDEFSR/man/germanTra.Rd SDEFSR/man/plotRules.Rd SDEFSR/man/print.SDEFSR_Dataset.Rd SDEFSR/man/FUGEPSD.Rd SDEFSR/man/habermanTra.Rd SDEFSR/man/summary.SDEFSR_Dataset.Rd SDEFSR/man/read.dataset.Rd SDEFSR/man/Rule.compatibility.Rd
SDEFSR/LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.