A novel gradient boosting regression tree technique optimized by improved sparrow search algorithm for predicting TBM penetration rate
Haiqing Yang, Xinchang Liu, Kanglei Song
Topics & Concepts
Particle swarm optimizationMean squared errorAlgorithmComputer scienceBoosting (machine learning)Hyperparameter optimizationMathematicsStatisticsSupport vector machineMachine learningTunneling and Rock MechanicsDrilling and Well EngineeringRock Mechanics and Modeling