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Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization

Rui Shi, Xinyue Xu, Jianmin Li, Yanqiu Li

2021Applied Soft Computing198 citationsDOI

Topics & Concepts

Computer scienceHyperparameterWilcoxon signed-rank testBenchmark (surveying)Arrival timeBoosting (machine learning)Mean squared errorAlgorithmStatisticsData miningArtificial intelligenceMathematicsEngineeringMann–Whitney U testGeographyTransport engineeringGeodesyRailway Systems and Energy EfficiencyRailway Engineering and DynamicsTraffic Prediction and Management Techniques
Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization | Litcius