The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Provides the ROBOSRMSMOTE (Robust Oversampling with RM-SMOTE) framework for imbalanced classification tasks. This package extends Mahalanobis distance-based oversampling techniques by integrating robust covariance estimators to better handle outliers and complex data distributions. The implemented methodology builds upon and significantly expands the RM-SMOTE algorithm originally proposed by Taban et al. (2025) <doi:10.1007/s10260-025-00819-8>.
| Version: | 1.0.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | rrcov (≥ 1.7.0), meanShiftR (≥ 0.56), stats |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2026-03-09 |
| DOI: | 10.32614/CRAN.package.ROBOSRMSMOTE |
| Author: | Emre Dunder [aut], Mehmet Ali Cengiz [aut], Zainab Subhi Mahmood Hawrami [aut, cre], Abdulmohsen Alharthi [aut] |
| Maintainer: | Zainab Subhi Mahmood Hawrami <zaianbsubhi at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | ROBOSRMSMOTE results |
| Reference manual: | ROBOSRMSMOTE.html , ROBOSRMSMOTE.pdf |
| Package source: | ROBOSRMSMOTE_1.0.0.tar.gz |
| Windows binaries: | r-devel: ROBOSRMSMOTE_1.0.0.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): ROBOSRMSMOTE_1.0.0.tgz, r-oldrel (arm64): ROBOSRMSMOTE_1.0.0.tgz, r-release (x86_64): ROBOSRMSMOTE_1.0.0.tgz, r-oldrel (x86_64): ROBOSRMSMOTE_1.0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=ROBOSRMSMOTE to link to this page.
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.