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DECORATE (Diverse Ensemble Creation by Oppositional Relabeling of Artificial Training Examples) builds an ensemble of J48 trees by recursively adding artificial samples of the training data ("Melville, P., & Mooney, R. J. (2005) <doi:10.1016/j.inffus.2004.04.001>").
| Version: | 0.1.2 |
| Depends: | R (≥ 2.10.0) |
| Imports: | RWeka, RWekajars, rJava, stats |
| Published: | 2020-11-20 |
| DOI: | 10.32614/CRAN.package.DecorateR |
| Author: | Matthias Bogaert |
| Maintainer: | Matthias Bogaert <Matthias.Bogaert at UGent.Be> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | DecorateR results |
| Reference manual: | DecorateR.pdf |
| Package source: | DecorateR_0.1.2.tar.gz |
| Windows binaries: | r-devel: DecorateR_0.1.2.zip, r-release: DecorateR_0.1.2.zip, r-oldrel: DecorateR_0.1.2.zip |
| macOS binaries: | r-release (arm64): DecorateR_0.1.2.tgz, r-oldrel (arm64): DecorateR_0.1.2.tgz, r-release (x86_64): DecorateR_0.1.2.tgz, r-oldrel (x86_64): DecorateR_0.1.2.tgz |
| Old sources: | DecorateR archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.