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Figure 2. Predictive accuracy of TYS, UTS, and EL from (A-C) RF, (D-F) XGBoost, (G-I) SVR and (J-L) multilayer neural networks. TYS:
Tensile yield strength; UTS: ultimate tensile strength; EL: elongation; RF: random forest; XGBoost: eXtreme gradient boosting tree; SVR:
support vector regression.
