Research Article
Fault Line Selection Method Based on Transfer Learning Depthwise Separable Convolutional Neural Network
Table 5
Test sample accuracy and loss average.
| Line selection effect parameters | Sampling frequency (kHz) | 12.8 | 6.4 | 3.2 | 1.6 | 0.8 |
| Accuracy | 0.9976 | 0.9955 | 0.9923 | 0.9843 | 0.9743 | Loss | 0.0015 | 0.0028 | 0.0081 | 0.0131 | 0.0165 |
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