On the interpretability of machine learning methods in crash frequency modeling and crash modification factor development
Xiao Wen, Yuanchang Xie, Liming Jiang, Yan Li, Tingjian Ge
Topics & Concepts
InterpretabilityCrashComputer scienceMultivariate adaptive regression splinesMachine learningRegression analysisArtificial intelligenceEconometricsRisk analysis (engineering)MathematicsNonparametric regressionMedicineProgramming languageTraffic and Road SafetyOccupational Health and Safety ResearchInfrastructure Maintenance and Monitoring