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.

Version: 0.1.5
Depends: R (≥ 4.2), rcccd
Imports: RANN, Rfast, SMOTEWB
Published: 2023-04-28
DOI: 10.32614/CRAN.package.imbalanceDatRel
Author: Fatih Saglam ORCID iD [aut, cre]
Maintainer: Fatih Saglam <saglamf89 at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: imbalanceDatRel results


Reference manual: imbalanceDatRel.pdf


Package source: imbalanceDatRel_0.1.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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