Research Article
[Retracted] Security Warning Model of Chinese Corporate Bond Defaults Based on Deep Neural Networks
Table 4
Comparing the MLP using different learning rates.
| | Learning rate | Precision | Recall | F1-score | | 0 | 1 | Avg | 0 | 1 | Avg | 0 | 1 | Avg |
| | 0.0001 | 1.00 | 1.00 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 0.99 | 1.00 | | 0.001 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 0.01 | 1.00 | 1.00 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 0.99 | 1.00 | | 0.1 | 1.00 | 0.90 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 0.94 | 1.00 | | 0.5 | 0.97 | 0.00 | 0.95 | 1.00 | 0.00 | 0.97 | 0.99 | 0.00 | 0.96 |
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