Functions for MultiDimensional Feature Selection (MDFS): calculating multidimensional information gains, scoring variables, finding important variables, plotting selection results. This package includes an optional CUDA implementation that speeds up information gain calculation using NVIDIA GPGPUs.
| Version: | 1.0.5 |
| Depends: | R (≥ 3.4.0) |
| Published: | 2019-11-10 |
| Author: | Radosław Piliszek [aut, cre], Krzysztof Mnich [aut], Paweł Tabaszewski [aut], Szymon Migacz [aut], Andrzej Sułecki [aut], Witold Remigiusz Rudnicki [aut] |
| Maintainer: | Radosław Piliszek <r.piliszek at uwb.edu.pl> |
| License: | GPL-3 |
| URL: | https://featureselector.uco.uwb.edu.pl/software/mdfs/ |
| NeedsCompilation: | yes |
| SystemRequirements: | C++11 |
| Materials: | NEWS |
| CRAN checks: | MDFS results |
| Reference manual: | MDFS.pdf |
| Package source: | MDFS_1.0.5.tar.gz |
| Windows binaries: | r-devel: MDFS_1.0.5.zip, r-release: MDFS_1.0.5.zip, r-oldrel: MDFS_1.0.5.zip |
| macOS binaries: | r-release: MDFS_1.0.5.tgz, r-oldrel: MDFS_1.0.5.tgz |
| Old sources: | MDFS archive |
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