Examining imbalanced classification algorithms in predicting real-time traffic crash risk
Yichuan Peng, Chongyi Li, Ke Wang, Zhen Gao, Rongjie Yu
Topics & Concepts
AdaBoostSensitivity (control systems)Computer scienceOversamplingCrashData miningAlgorithmPoison controlMachine learningArtificial intelligenceEngineeringSupport vector machineBandwidth (computing)Computer networkMedicineProgramming languageEnvironmental healthElectronic engineeringImbalanced Data Classification TechniquesTraffic Prediction and Management TechniquesInfrastructure Maintenance and Monitoring