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Predicting effects of built environment on fatal pedestrian accidents at location-specific level: Application of XGBoost and SHAP

Iljoon Chang, Hoontae Park, Eungi Hong, Jae-Duk Lee, Namju Kwon

2022Accident Analysis & Prevention140 citationsDOI

Topics & Concepts

PedestrianSample (material)Transport engineeringPoison controlComputer scienceGeographyStatisticsEngineeringMathematicsEnvironmental healthMedicineChemistryChromatographyTraffic and Road SafetyUrban Transport and AccessibilityNoise Effects and Management
Predicting effects of built environment on fatal pedestrian accidents at location-specific level: Application of XGBoost and SHAP | Litcius