Deep Learning Joint Inversion of Electrical Data for Ahead-Prospecting in Tunneling

Table 2

Quantitative comparison of inversion results on test and validation sets.

	Test		Validation
	WMSE↓	WR↑	WMSE↓	WR↑
Deep learning joint inversion results	0.032090	0.983312	0.012210	0.98934
Deep learning inversion results	0.210256	0.904215	0.180320	0.91230

↑ indicates that the larger the value achieved, the better the performance is, while ↓ indicates the smaller the index value, the better the inversion result.