Research Article
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 |
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