Research Article
Reliable Fault Classification of Induction Motors Using Texture Feature Extraction and a Multiclass Support Vector Machine
Table 3
Optimal sigma values of each SVM strutcure.
| Faults | Optimal range | Selected values |
| AMF (SVM1: class 1) | | 1.0 | BRBF (SVM2: class 2) | | 0.9 | NO (SVM3: class 3) | | 0.6 | RIF (SVM4: class 4) | | 1.0 | BF (SVM5: class 5) | | 0.2 | BSF (SVM6: class 6) | | 0.2 | PMF (SVM7: class 7) | | 0.6 | PIF (SVM8: class 8) | | 0.5 |
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