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