Table 5 The effect of the number of hidden layers on DRBM and DNN
From: Deep learning methods for protein torsion angle prediction
Hidden layers | DRBM | DNN | ||
|---|---|---|---|---|
Phi (MAE) | Psi (MAE) | Phi (MAE) | Psi (MAE) | |
2 layers | 21.76 | 30.57 | 21.33 | 31.02 |
3 layers | 21.13 | 29.43 | 21.21 | 30.05 |
4 layers | 21.77 | 31.02 | 21.65 | 30.88 |
5 layers | 21.23 | 29.47 | 21.25 | 29.97 |