Geographically weighted random forests for macro-level crash frequency prediction
Dongyu Wu, Yingheng Zhang, Qiaojun Xiang
Topics & Concepts
MulticollinearityOverfittingRandom forestCrashMean squared errorStatisticsComputer scienceMacroLinear regressionMathematicsEconometricsMachine learningProgramming languageArtificial neural networkTraffic and Road SafetyNoise Effects and ManagementTraffic Prediction and Management Techniques