Research Article
A Deep Domain-Adversarial Transfer Fault Diagnosis Method for Rolling Bearing Based on Ensemble Empirical Mode Decomposition
Table 6
Hyperparameters experimental results.
| | Learning rates | Ada delta | RMS prop | SGD | Adam |
| | 0.001 | 99.25% | 98.29% | 99.46% | 99.79% | | 0.05 | 99.17% | 98.12% | 99.21% | 99.42% | | 0.01 | 98.67% | 97.95% | 99.16% | 99.29% | | 0.1 | 94.21% | 92.86% | 95.37% | 96.25% | | 0.2 | 93.63% | 90.28% | 93.71% | 93.33% |
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