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
Author: Fatih Saglam ORCID iD [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_0.1.5.zip, r-release: imbalanceDatRel_0.1.5.zip, r-oldrel: imbalanceDatRel_0.1.5.zip
macOS binaries: r-release (arm64): imbalanceDatRel_0.1.5.tgz, r-oldrel (arm64): imbalanceDatRel_0.1.5.tgz, r-release (x86_64): imbalanceDatRel_0.1.5.tgz, r-oldrel (x86_64): imbalanceDatRel_0.1.5.tgz
Old sources: imbalanceDatRel archive

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