Application of Feedforward Neural Network and SPT Results in the Estimation of Seismic Soil Liquefaction Triggering

Table 5

Summary of L2 regularization results.

Criteria
		0	0.0001	0.001	0.01	0.1	1	10
Accuracy	Min	0.768	0.765	0.760	0.763	0.763	0.758	0.538
	Mean	0.874	0.871	0.875	0.873	0.872	0.834	0.557
	Max	0.942	0.953	0.946	0.946	0.945	0.909	0.564
	SD	0.060	0.059	0.061	0.059	0.061	0.047	0.011