Extreme Gradient Boosting Regressor Solution for Defy in Drilling of Materials

Table 3

List of hyper-parameters used for model building using XGBoost regressor.

Experiment	No of trees	Max depth	Accuracy grid search	Test set
M1 set	200	6	0.98	0.93
M2 set	300	7	0.99	0.88
M3 set	400	8	0.99	0.79