Package: imbalanceDatRel 0.1.6

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>.

Authors:Fatih Saglam [aut, cre]

imbalanceDatRel_0.1.6.tar.gz
imbalanceDatRel_0.1.6.zip(r-4.7)imbalanceDatRel_0.1.6.zip(r-4.6)imbalanceDatRel_0.1.6.zip(r-4.5)
imbalanceDatRel_0.1.6.tgz(r-4.6-any)imbalanceDatRel_0.1.6.tgz(r-4.5-any)
imbalanceDatRel_0.1.6.tar.gz(r-4.7-any)imbalanceDatRel_0.1.6.tar.gz(r-4.6-any)
imbalanceDatRel_0.1.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
imbalanceDatRel/json (API)

# Install 'imbalanceDatRel' in R:
install.packages('imbalanceDatRel', repos = c('https://fatihsaglam.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fatihsaglam/imbalancedatrel/issues

On CRAN:

Conda:

2.70 score 548 downloads 4 exports 11 dependencies

Last updated from:8a75f2d64c. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR119
source / vignettesOK169
linux-release-x86_64ERROR118
macos-release-arm64ERROR127
macos-oldrel-arm64ERROR121
windows-develERROR94
windows-releaseERROR61
windows-oldrelERROR63
wasm-releaseOK98

Exports:DatRelf_dominatef_relocateoversampleDatRel

Dependencies:FNNproxyRANNrcccdRcppRcppArmadilloRcppParallelRfastrpartSMOTEWBzigg