Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization
Dongku Kim, Kibeom Kwon, Khanh Pham, Ju-Young Oh, Hangseok Choi
Topics & Concepts
HyperparameterMean squared errorMean absolute errorAlgorithmSettlement (finance)Gradient boostingMachine learningMean squared prediction errorArtificial intelligenceBoosting (machine learning)Bayesian optimizationBayesian probabilityMathematicsComputer scienceStatisticsRandom forestPaymentWorld Wide WebGeotechnical Engineering and AnalysisInfrastructure Maintenance and MonitoringGeotechnical Engineering and Underground Structures