Research Article
Neural Networks and Fault Probability Evaluation for Diagnosis Issues
Table 3
Structure selection for NNFM(0).
| | NNFM | Hidden layer 1 | Hidden layer 2 | Output layer | MSE |
| | (6, 3, 2) | 6 | 3 | 2 | 3.3 * 10−4 | | (10, 8, 2) | 10 | 8 | 2 | 1.49 * 10−4 | | (21, 12, 2) | 21 | 12 | 2 | 3.91 * 10−4 | | (26, 26, 2) | 26 | 26 | 2 | 4.84 * 10−6 |
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