Research Article
Abnormal Diagnosis Method of Self-Powered Power Supply System Based on Improved GWO-SVM
Table 10
The comparative display of results accuracy of 3 optimization algorithms.
| Classifiers | Improved GWO-SVM (%) | GA-SVM (%) | PSO-SVM (%) |
| F1 | 94.50 | 92.50 | 93.75 | F2 | 88.80 | 87.50 | 88.80 | F3 | 99.20 | 98.75 | 99.20 | F4 | 93.30 | 91.70 | 93.30 | F5 | 100.00 | 99.95 | 99.50 | Average accuracy | 95.16 | 93.99 | 94.46 |
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