Based on multi-algorithm hybrid method to predict the slope safety factor-- stacking ensemble learning with bayesian optimization
Junlong Sun, Shunchuan Wu, Huajin Zhang, Xiaoqiang Zhang, Tao Wang
Topics & Concepts
Factor of safetyHyperparameterRandom forestEnsemble learningDecision treeComputer scienceAlgorithmSafety factorSlope stabilityStability (learning theory)Ensemble forecastingMean squared errorStackingBayesian probabilityData miningMachine learningArtificial intelligenceMathematicsStatisticsEngineeringNuclear magnetic resonancePhysicsGeotechnical engineeringStructural engineeringGeotechnical Engineering and AnalysisLandslides and related hazardsDam Engineering and Safety