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
Author: Fatih Saglam ORCID iD [aut, cre]
Maintainer: Fatih Saglam <saglamf89 at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: imbalanceDatRel results

Documentation:

Reference manual: imbalanceDatRel.pdf

Downloads:

Package source: imbalanceDatRel_0.1.5.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

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