Table 2.

The XGBoost parameter settings.

Parameter	Value
Base Learner	Gradient boosted tree
Tree construction algorithm	Exact greedy
Number of gradients boosted trees	100
Learning rate $(\eta )$	0.44
Lagrange multiplier $(\gamma )$	0
Maximum depth of trees	6