Multidisciplinary Reliability Design Considering Hybrid Uncertainty Incorporating Deep Learning

Table 4

Reliability prediction results.

Method	Sample	Test results	Prediction	Error	Average error rate
Probability calculation	9	0.1589	0.1377	0.0212	13.33%
	10	0.1634	0.1416	0.0248
DNN	9	0.1589	0.1513	0.0076	5.91%
	10	0.1634	0.1519	0.0115
Fusion method	9	0.1589	0.1527	0.0062	3.85%
	10	0.1634	0.1696	0.0062