Table 3.

Bayesian search for optimal hyperparameter combination.

Hyperparameter	Optimal value
max_depth	8
learning_rate	0.3
n_estimators	155
min_child_weight	10
subsample	1
colsample_bytree	0.6
gamma	0
reg_lambda	1