Table 4.
Hyperparameters—model performance.
| Optimizer | # Hidden Layers | Loss | Accuracy |
|---|---|---|---|
| SGD | 3 | 0.5560 | 67.83 |
| 5 | 0.4146 | 78.26 | |
| 8 | 0.3439 | 81.74% | |
| AdaGrad | 3 | 0.6577 | 60.43% |
| 5 | 0.6672 | 55.22% | |
| 8 | 0.6494 | 62.83 | |
| Adam | 3 | 0.1608 | 94.35% |
| 5 | 0.0722 | 97.39% | |
| 8 | 0.1120 | 94.78% |
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