A Roller Bearing Fault Diagnosis Method Based on LCD Energy Entropy and ACROA-SVM

Table 3

The identification result of IRIS data set.

Method	Training samples	Test samples	𝐶	𝜎	Cost time (s)	Test error (%)
ACROA-SVM1	114	36	224.55	4.26	83.76	0
ACROA-SVM2	76	24	240.30	4.83	43.7128	0
GA-SVM1	114	36	181.0026	1.24	543.63	0
GA-SVM2	76	24	180.0001	1.32	231.91	0
PSO-SVM1	114	36	185.34	1.36	426.89	0
PSO-SVM2	76	24	179.21	1.45	247.12	0
SVM1	114	36	200	1	/	0
SVM2	76	24	200	1	/	4.17