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) .


imbalanceDatRel

Data Relocation (DatRel) appraoch for oversampled data.

R installation

devtools::install_github("https://github.com/fatihsaglam/imbalanceDatRel")

Reference manual

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install.packages("imbalanceDatRel")

0.1.6 by Fatih Saglam, a year ago


https://doi.org/10.1007/s10994-025-06755-8


Browse source code at https://github.com/cran/imbalanceDatRel


Authors: Fatih Saglam [aut, cre] (ORCID:


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports RANN, Rfast, SMOTEWB

Depends on rcccd


See at CRAN