Table 3 Hyperparameter tuning results.
From: DeepATsers: a deep learning framework for one-pot SERS biosensor to detect SARS-CoV-2 virus
Layers | Accuracy | Kernel | Accuracy | Dropout rate | Accuracy |
|---|---|---|---|---|---|
1 | 0.9286 | 6 | 0.9643 | 0.0 | 0.8924 |
2 | 0.9643 | 8 | 0.9643 | 0.2 | 0.9643 |
3 | 0.8571 | 16 | 0.8929 | 0.4 | 0.9643 |
4 | 0.7857 | 32 | 0.8929 | 0.6 | 0.9286 |
5 | 0.7857 | 48 | 0.8937 | 0.8 | 0.8929 |
