Interpretable machine learning for driver fault attribution in road traffic crashes: Evidence from a nationwide police dataset
This study investigates the determinants of driver fault attribution in road traffic crashes using a nationwide police database from Poland covering 2015–2024. The analysis focuses exclusively on drivers and applies three ensemble classifiers—Random Forest, Gradient Boosting, and Extreme Gradient Bo...
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| Materialtyp: | Artigo |
| Språk: | Inglês |
| Utgiven: |
Elsevier
2025-11-01
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| Serie: | Transportation Research Interdisciplinary Perspectives |
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| Länkar: | http://www.sciencedirect.com/science/article/pii/S2590198225003926 |
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