This repository contains the R package robROSE and the corresponding article:
Baesens, B., Höppner, S., Ortner, I., and Verdonck, T. robROSE: A robust approach for dealing with imbalanced data in fraud detection. Stat Methods Appl (2021). https://doi.org/10.1007/s10260-021-00573-7
The R package robROSE contains the implementation of the robROSE algorithm for robust oversampling of minority cases.
The R package can be installed through the devtools package:
devtools::install_github("SebastiaanHoppner/robROSE/robROSE")