Methodology that combines feature selection, model tuning, and parsimonious model selection with Genetic Algorithms (GA) proposed in {Martinez-de-Pison} (2015) <doi:10.1016/j.asoc.2015.06.012>. To this objective, a novel GA selection procedure is introduced based on separate cost and complexity evaluations.
| Version: | 0.9.5 |
| Depends: | R (≥ 3.0), methods,foreach,iterators |
| Imports: | stats, graphics, grDevices, utils |
| Suggests: | parallel,doParallel,doRNG (≥ 1.6),knitr (≥ 1.8),lhs,MASS,caret,mlbench,e1071,nnet,kernlab |
| Published: | 2023-04-07 |
| DOI: | 10.32614/CRAN.package.GAparsimony |
| Author: | F.J. Martinez-de-Pison |
| Maintainer: | F.J. Martinez-de-Pison <fjmartin at unirioja.es> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/jpison/GAparsimony |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | GAparsimony results |