Package: SDEFSR 0.7.22
SDEFSR: Subgroup Discovery with Evolutionary Fuzzy Systems
Implementation of evolutionary fuzzy systems for the data mining task called "subgroup discovery". In particular, the algorithms presented in this package are: M. J. del Jesus, P. Gonzalez, F. Herrera, M. Mesonero (2007) <doi:10.1109/TFUZZ.2006.890662> M. J. del Jesus, P. Gonzalez, F. Herrera (2007) <doi:10.1109/MCDM.2007.369416> C. J. Carmona, P. Gonzalez, M. J. del Jesus, F. Herrera (2010) <doi:10.1109/TFUZZ.2010.2060200> C. J. Carmona, V. Ruiz-Rodado, M. J. del Jesus, A. Weber, M. Grootveld, P. González, D. Elizondo (2015) <doi:10.1016/j.ins.2014.11.030> It also provide a Shiny App to ease the analysis. The algorithms work with data sets provided in KEEL, ARFF and CSV format and also with data.frame objects.
Authors:
SDEFSR_0.7.22.tar.gz
SDEFSR_0.7.22.zip(r-4.5)SDEFSR_0.7.22.zip(r-4.4)SDEFSR_0.7.22.zip(r-4.3)
SDEFSR_0.7.22.tgz(r-4.4-any)SDEFSR_0.7.22.tgz(r-4.3-any)
SDEFSR_0.7.22.tar.gz(r-4.5-noble)SDEFSR_0.7.22.tar.gz(r-4.4-noble)
SDEFSR_0.7.22.tgz(r-4.4-emscripten)SDEFSR_0.7.22.tgz(r-4.3-emscripten)
SDEFSR.pdf |SDEFSR.html✨
SDEFSR/json (API)
# Install 'SDEFSR' in R: |
install.packages('SDEFSR', repos = c('https://agvico.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/simidat/sdefsr/issues
- carTra - Car evaluation dataset
- carTst - Car evaluation dataset
- germanTra - German Credit data set
- germanTst - German Credit data set
- habermanRules - Haberman survival rule set
- habermanTra - Haberman survival data set
- habermanTst - Haberman survival data set
Last updated 4 years agofrom:eb28dd2cfb. Checks:OK: 1 WARNING: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 26 2024 |
R-4.5-win | WARNING | Oct 26 2024 |
R-4.5-linux | WARNING | Oct 26 2024 |
R-4.4-win | WARNING | Oct 26 2024 |
R-4.4-mac | WARNING | Oct 26 2024 |
R-4.3-win | WARNING | Oct 26 2024 |
R-4.3-mac | WARNING | Oct 26 2024 |
Exports:FUGEPSDMESDIFNMEEF_SDread.datasetSDEFSR_DatasetFromDataFrameSDEFSR_GUISDIGA
Dependencies:base64encbslibcachemclicolorspacecommonmarkcrayondigestfansifarverfastmapfontawesomeforeignfsggplot2gluegtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigpromisesR6rappdirsRColorBrewerRcpprlangsassscalesshinysourcetoolstibbleutf8vctrsviridisLitewithrxtable