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The application of XGBoost and SHAP to examining the factors in freight truck-related crashes: An exploratory analysis

Chao Yang, Mingyang Chen, Quan Yuan

2021Accident Analysis & Prevention323 citationsDOI

Topics & Concepts

TruckTransport engineeringDemographicsPoison controlExploratory analysisExploratory researchHuman factors and ergonomicsEngineeringBusinessGeographyComputer scienceEnvironmental healthAutomotive engineeringData scienceSociologyDemographyAnthropologyMedicineTraffic and Road SafetyOccupational Health and Safety ResearchUrban Transport and Accessibility
The application of XGBoost and SHAP to examining the factors in freight truck-related crashes: An exploratory analysis | Litcius