Table 1 Comparison of predicting performance of four models

From: Prediction of oxidation resistance of Ti-V-Cr burn resistant titanium alloy based on machine learning

Models

R2

RMSE

MAE

GBDT

0.98

0.91

0.59

BPNN

0.97

1.09

0.76

SVR

0.97

1.13

0.71

XGBoost

0.98

0.96

0.59

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