A hybrid algorithm based on machine learning (LightGBM-Optuna) for road accident severity classification (case study: United States from 2016 to 2020)
Soheil Rezashoar, Ehsan Kashi, Soheila Saeidi
Topics & Concepts
Python (programming language)HyperparameterMachine learningComputer scienceTraffic accidentArtificial intelligencePopulationAlgorithmEngineeringTransport engineeringSociologyDemographyOperating systemTraffic Prediction and Management TechniquesTraffic and Road SafetyInfrastructure Maintenance and Monitoring