Package: imbalanceDatRel 0.1.5

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.

Authors:Fatih Saglam [aut, cre]

imbalanceDatRel_0.1.5.tar.gz
imbalanceDatRel_0.1.5.zip(r-4.5)imbalanceDatRel_0.1.5.zip(r-4.4)imbalanceDatRel_0.1.5.zip(r-4.3)
imbalanceDatRel_0.1.5.tgz(r-4.5-any)imbalanceDatRel_0.1.5.tgz(r-4.4-any)imbalanceDatRel_0.1.5.tgz(r-4.3-any)
imbalanceDatRel_0.1.5.tar.gz(r-4.5-noble)imbalanceDatRel_0.1.5.tar.gz(r-4.4-noble)
imbalanceDatRel_0.1.5.tgz(r-4.4-emscripten)imbalanceDatRel_0.1.5.tgz(r-4.3-emscripten)
imbalanceDatRel.pdf |imbalanceDatRel.html
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 110 downloads 4 exports 11 dependencies

Last updated 11 months agofrom:1e5ac6b928. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 28 2025
R-4.5-winOKMar 28 2025
R-4.5-macOKMar 28 2025
R-4.5-linuxOKMar 28 2025
R-4.4-winOKMar 28 2025
R-4.4-macOKMar 28 2025
R-4.4-linuxOKMar 28 2025
R-4.3-winOKMar 28 2025
R-4.3-macOKMar 28 2025

Exports:DatRelf_dominatef_relocateoversampleDatRel

Dependencies:FNNproxyRANNrcccdRcppRcppArmadilloRcppParallelRfastrpartSMOTEWBzigg