Skip to main content

View full-text article in PMC

. 2023 Mar 10;10:102119. doi: 10.1016/j.mex.2023.102119

Table 4.

MAE, MAPE, RMSE, and R² values of the XGBoost and other machine learning methods.

Machine Learning Method	Statistical Measure
Machine Learning Method	MAE	MAPE	RMSE	R²
MLR	0.12504	0.32909	0.17645	0.72913
SVR	0.12201	0.34558	0.18404	0.70532
RF	0.03309	0.08799	0.05098	0.97739
XGBoost	0.02674	0.06635	0.03902	0.98675