A cross-validated minimal-optimal feature selection algorithm. It utilises popularity counting, hierarchical clustering with feature dissimilarity measures, and prefiltering with all-relevant feature selection method to obtain the minimal-optimal set of features.
| Version: | 0.2.5 |
| Depends: | R (≥ 4.2.0) |
| Imports: | fastcluster, MDFS (≥ 1.5.3), splitTools |
| Published: | 2025-01-29 |
| DOI: | 10.32614/CRAN.package.RAFS |
| Author: | Radosław Piliszek [aut, cre], Witold Remigiusz Rudnicki [ths, aut] |
| Maintainer: | Radosław Piliszek <radek at piliszek.it> |
| License: | GPL-3 |
| URL: | https://www.mdfs.it/ |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | RAFS results |
| Reference manual: | RAFS.html , RAFS.pdf |
| Package source: | RAFS_0.2.5.tar.gz |
| Windows binaries: | r-devel: RAFS_0.2.5.zip, r-release: RAFS_0.2.5.zip, r-oldrel: RAFS_0.2.5.zip |
| macOS binaries: | r-release (arm64): RAFS_0.2.5.tgz, r-oldrel (arm64): RAFS_0.2.5.tgz, r-release (x86_64): RAFS_0.2.5.tgz, r-oldrel (x86_64): RAFS_0.2.5.tgz |
| Old sources: | RAFS archive |
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