Table 1.

Selected tuning parameters that were chosen after computational fit (grid search best score of 0.5523).

Parameters	Ranges
Learning rate	0.01
max_depth	9
min_child_weight	3
Subsample	0.7
colsample_bytree	0.7
n_estimators	1000