Algorithm improves classification of severe crashes in imbalanced datasets, indicating significant risk factors.
The iBRF algorithm not only enhances classification performance but also helps identify risk factors associated with the minority class, which almost always correspond to severe‑outcome crashes and the focus of studies.
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Mohammadpour et al. (2026) studied this question.
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