An extreme gradient boosting technique to estimate TBM penetration rate and prediction platform
Yaxu Wang, Xuechi Gao, Peng Jiang, Xu Guo, Ruirui Wang, Zengda Guan, Lei Chen, Chenxing Xu
Topics & Concepts
Boosting (machine learning)Predictive modellingMean squared errorGradient boostingComputer scienceDecision treeExtreme learning machineData miningSupport vector machineMachine learningMean squared prediction errorRandom forestCoefficient of determinationArtificial intelligenceStatisticsMathematicsArtificial neural networkTunneling and Rock MechanicsDrilling and Well EngineeringAdvanced machining processes and optimization