Prediction of Mg Alloy Corrosion Based on Machine Learning Models

Table 1

Chemical composite features, environment features, and target attributes.

Features		Unit	Descriptions	Data range
Material	Elements	wt%	Al content	0.015–17.000
			Zn content	0.001–30.000
			Mn content	0.002–1.000
			Si content	0.001–1.110
			Fe content	0.001–0.040
			Cu content	0–10.000
			Ca content	0–4.000
			Sr content	0–1.960
			Sn content	0–9.140
Environmental	Cl ion	mol·L^−1	Chloride ion concentration	0.087–1.026
Target property	Icorr	A·cm^−2	Corrosion current	0–0.167
	Ecorr	V	Corrosion potential	−2.027–−1.117