Table 1.

Extreme gradient boosting, bagging, and AdaBoost model statistical checks.

Statistical Checks	Approaches
	Extreme Gradient Boosting	Decision Tree AdaBoost	Decision Tree Bagging	Gradient Boosting
R2	0.87	0.90	0.91	0.92
RMSE (MPa)	1.65	1.46	1.43	1.34
MAE (MPa)	1.26	1.21	1.18	1.07