Research Article
[Retracted] Security Warning Model of Chinese Corporate Bond Defaults Based on Deep Neural Networks
Table 8
Comparing the MLP using different number of hidden layers.
| | Number of hidden layers | Precision | Recall | F1-score | | 0 | 1 | Avg | 0 | 1 | Avg | 0 | 1 | Avg |
| | 1 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 2 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 3 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 4 | 1.00 | 1.00 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 0.99 | 1.00 |
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