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 [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, r-oldrel (x86_64): imbalanceDatRel_0.1.5.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=imbalanceDatRel to link to this page.