Enhancing rutting depth prediction in asphalt pavements: A synergistic approach of extreme gradient boosting and snake optimization
Shuting Chen, Jinde Cao, Ying Wan, Xinli Shi, Wei Huang
Topics & Concepts
Mean squared errorRandom forestRutStatisticsGradient boostingMean absolute percentage errorPredictive modellingBoosting (machine learning)Extreme learning machineMathematicsRegressionCoefficient of determinationComputer scienceAsphaltMachine learningArtificial neural networkMaterials scienceComposite materialInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationTraffic Prediction and Management Techniques