Research Article
Abnormal Diagnosis Method of Self-Powered Power Supply System Based on Improved GWO-SVM
Table 8
Diagnosis results of the improved GWO-SVM
| | Actual classification | Accuracy (%) | F1 | F2 | F3 | F4 | F5 |
| Abnormal classification | F1 | 227 | 11 | 0 | 2 | 0 | 94.5 | F2 | 20 | 213 | 0 | 7 | 0 | 88.8 | Classification | F3 | 0 | 2 | 238 | 0 | 0 | 99.2 | F4 | 6 | 10 | 0 | 224 | 0 | 93.3 | Classification | F5 | 0 | 0 | 0 | 0 | 240 | 100 | Recall rate | | 89.72% | 90.25% | 100% | 96.14% | 100% | |
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