Research Article
Prediction of Mg Alloy Corrosion Based on Machine Learning Models
Table 3
Optimization parameters of each algorithm (other parameters are default).
| Models | Parameters | Ecorr | Icorr |
| RF | n_estimators = 150 | n_estimators = 183 | SVR | Kernel = rbf, C = 100, gramma = 0.1 | Kernel = rbf, C = 100, gramma = 0.1 | XGBoost | Booster = gbtree, learning_rate = 0.2, n_estimators = 10 | Booster = gbtree, learning_rate = 0.3, n_estimators = 10 |
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