Package: imbalanceDatRel 0.1.7

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>. This package is superseded by the 'imbalanceKit' package, which contains DatRel and many more resampling methods.

Authors:Fatih Saglam [aut, cre]

imbalanceDatRel_0.1.7.tar.gz
imbalanceDatRel_0.1.7.zip(r-4.7-any)imbalanceDatRel_0.1.7.zip(r-4.6-any)imbalanceDatRel_0.1.7.zip(r-4.5-any)
imbalanceDatRel_0.1.7.tgz(r-4.6-any)imbalanceDatRel_0.1.7.tgz(r-4.5-any)
imbalanceDatRel_0.1.7.tar.gz(r-4.7-any)imbalanceDatRel_0.1.7.tar.gz(r-4.6-any)
imbalanceDatRel_0.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
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 422 downloads 4 exports 10 dependencies

Last updated from:0f45741b56. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK121
source / vignettesOK167
linux-releaseOK131
macos-releaseOK106
macos-oldrelOK99
windows-develOK96
windows-releaseOK118
windows-oldrelOK86
wasm-releaseOK86

Exports:DatRelf_dominatef_relocateoversampleDatRel

Dependencies:FNNRANNrcccdRcppRcppArmadilloRcppParallelRfastrpartSMOTEWBzigg