imbalanceDatRel: Relocated Data Oversampling for Imbalanced Data Classification
Relocates oversampled data from a specific oversampling method to cover area determined by pure and proper class cover catch digraphs (PCCCD). It prevents any data to be generated in class overlapping area. For more details, see the corresponding publication: F. Sağlam (2025) <doi:10.1007/s10994-025-06755-8>.
| Version: | 0.1.6 |
| Depends: | R (≥ 4.2), rcccd |
| Imports: | RANN, Rfast, SMOTEWB |
| Published: | 2025-05-08 |
| DOI: | 10.32614/CRAN.package.imbalanceDatRel |
| Author: | Fatih Saglam 
[aut, cre] |
| Maintainer: | Fatih Saglam <saglamf89 at gmail.com> |
| License: | MIT + file LICENSE |
| URL: | https://doi.org/10.1007/s10994-025-06755-8 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | imbalanceDatRel results |
Documentation:
| Reference manual: | imbalanceDatRel.pdf |
Downloads:
| Package source: | imbalanceDatRel_0.1.6.tar.gz |
| Windows binaries: | r-devel: imbalanceDatRel_0.1.6.zip, r-release: imbalanceDatRel_0.1.6.zip, r-oldrel: imbalanceDatRel_0.1.6.zip |
| macOS binaries: | r-release (arm64): imbalanceDatRel_0.1.6.tgz, r-oldrel (arm64): imbalanceDatRel_0.1.6.tgz, r-release (x86_64): imbalanceDatRel_0.1.6.tgz, r-oldrel (x86_64): imbalanceDatRel_0.1.6.tgz |
| Old sources: | imbalanceDatRel archive |
Linking:
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