Table 1. The XGBoost hyperparameter settings.

Hyper-parameter	Value
Base learner	Gradient boosted linear
Tree construction learner	Exact greedy
Learning rate (η)	0.19
Lagrange multiplier (γ)	0
Maximum depth of trees	6