This files contains an example R script and data files for the study titled "Effects of Oversampling on Ecological Niche Modeling Using Imbalanced Data".
In the realm of traffic safety analysis, the inherent imbalance in crash datasets, particularly in terms of injury severity, poses a significant challenge for machine learning-based classification mod
