Table 5.
Classification accuracies of models with different layers.
| Label | 3 Layers Model | 4 Layers Model | 5 Layers Model | 6 Layers Model | 7 Layers Model | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Val | Test | Val | Test | Val | Test | Val | Test | Val | Test | |
| 1 | 97.5% | 100% | 100% | 100% | 100% | 100% | 99.2% | 100% | 98.3% | 100% |
| 2 | 94.2% | 91.7% | 92.6% | 88.4% | 98.3% | 92.6% | 98.3% | 95.0% | 95.0% | 91.7% |
| 3 | 92.6% | 87.6% | 93.4% | 90.9% | 93.4% | 83.5% | 92.6% | 85.1% | 92.6% | 86.0% |
| 4 | 97.5% | 95.0% | 96.7% | 95.0% | 95.0% | 94.2% | 93.4% | 96.7% | 92.6% | 94.2% |
| 5 | 95.9% | 98.3% | 100% | 99.2% | 99.2% | 98.3% | 100% | 100% | 99.2% | 100% |
| 6 | 91.7% | 84.3% | 90.9% | 92.6% | 91.7% | 83.5% | 90.9% | 82.6% | 81.0% | 71.9% |
| Total | 94.9% | 92.8% | 95.6% | 94.4% | 96.3% | 92.0% | 95.7% | 93.3% | 93.1% | 90.6% |