Improvements of response surface modeling with self-adaptive machine learning method for PM2.5 and O3 predictions
Jinying Li, Youzhi Dai, Yun Zhu, Xiang-Bo Tang, Shuxiao Wang, Jia Xing, Bin Zhao, Shaojia Fan, Shicheng Long, Tingting Fang
Topics & Concepts
OverfittingResponse surface methodologyCollinearityMachine learningComputer scienceRobustness (evolution)ComputationPredictive modellingMathematicsAlgorithmStatisticsArtificial neural networkChemistryGeneBiochemistryAir Quality and Health ImpactsVehicle emissions and performanceAir Quality Monitoring and Forecasting