Extreme Gradient Boosting Regressor Solution for Defy in Drilling of Materials

Table 4

Performance evaluation of three different regression models.

Regressor algorithm	Ssr (R^2)
	Before tuning	After tuning
Polynomial regressor	0.68	0.72
Support vector regressor	0.76	0.80
XGBoost regressor	0.89	0.94