Comparison of Support Vector Machine-Based Techniques for Detection of Bearing Faults

Table 4

SVM, PSO-SVM, and SFLA-SVM comprehensive comparative analysis.

No.	Algorithm	Normal operation	Rolling wear	Inner wear	Outer wear	Running time (s)	Correct rate (%)
1	SVM	20	15	15	17	76.52	83.75
2	PSO-SVM	20	18	13	20	103.98	88.75
3	SFLA-SVM	20	19	18	20	131.82	96.25