“…The number of decision trees, the maximum depth of the tree, and the learning rate are the three key hyperparameters of XGBoost. In this paper, the search range of the number of decision trees, the maximum depth of the tree, and the learning rate are [50, 100, 200, 400, 500], [3,4,5,6,7,8,9,10], and [0.01, 0.05, 0.1, 0.15, 0.2], respectively.…”