A LightGBM-based strategy to predict tunnel rockmass class from TBM construction data for building control
Long Li, Zaobao Liu, Ji-Mei Shen, Fei Wang, Wenbiao Qi, Seokwon Jeon
Topics & Concepts
Support vector machineRandom forestBoosting (machine learning)EngineeringDecision treeData miningGradient boostingGeneralizationComputer scienceArtificial intelligenceMachine learningMathematicsMathematical analysisTunneling and Rock MechanicsRock Mechanics and ModelingMineral Processing and Grinding