SDEFSR

Subgroup Discovery with Evolutionary Fuzzy Systems

CRAN Package

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.


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