Structural Reliability Assessment by Integrating Sensitivity Analysis and Support Vector Machine

Table 2

Classification results.

Method	Samples	Class	Number of samples	Classification number for different classes		CA (%)	Total CA (%)
				I	II
SA and SVM	Train	I	60	43	17	71.67	96.29
		II	640	9	631	98.59
	Test	I	1396	1007	389	72.13	96.06
		II	18604	399	18205	97.86
SVM	Train	I	60	44	16	73.33	96.14
		II	640	11	629	98.28
	Test	I	1396	902	494	64.61	95.28
		II	18604	451	18153	97.58