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-any)imbalanceDatRel_0.1.6.zip(r-4.6-any)imbalanceDatRel_0.1.6.zip(r-4.5-any)
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✨
DESCRIPTION
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 351 downloads 4 exports 11 dependencies

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

TargetResultTimeFilesSyslog
linux-develERROR102
source / vignettesOK155
linux-releaseERROR107
macos-releaseERROR93
macos-oldrelERROR121
windows-develERROR72
windows-releaseERROR71
windows-oldrelERROR64
wasm-releaseOK79

Exports:DatRelf_dominatef_relocateoversampleDatRel

Dependencies:FNNproxyRANNrcccdRcppRcppArmadilloRcppParallelRfastrpartSMOTEWBzigg