Research Article
A Novel Generative Method for Machine Fault Diagnosis
Table 8
AVERAGE ACCURACIESOF ALL ACTIVATION FUNCTIONS.
| | Training samples | The SAE-based DNNs | The proposed method |
| | 100 | 87.78% | 95.04% | | 200 | 92.70% | 96.82% | | 300 | 89.25% | 97.84% | | 400 | 96.82% | 98.14% | | 500 | 97.38% | 98.26% |
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