Comparative analysis of the optimized ANN, SVM, and tree ensemble models using Bayesian optimization for predicting GSHP COP
Hye Un Cho, Yujin Nam, Eun Ji Choi, Young Jae Choi, Hongkyo Kim, Sangmu Bae, Jin Woo Moon
Topics & Concepts
Mean squared errorArtificial neural networkSupport vector machineComputer scienceMachine learningEngineeringArtificial intelligenceMathematicsStatisticsGeothermal Energy Systems and ApplicationsBuilding Energy and Comfort OptimizationHeat Transfer and Optimization