Developing an improved extreme gradient boosting model for predicting the international roughness index of rigid pavement
Changbai Wang, Xiao Wei, Jimin Liu
Topics & Concepts
InterpretabilityHyperparameterInternational Roughness IndexComputer scienceEnsemble learningMachine learningBoosting (machine learning)EstimatorArtificial intelligenceHyperparameter optimizationData miningMathematicsEngineeringStatisticsSupport vector machineSurface finishMechanical engineeringInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationNon-Destructive Testing Techniques