Table 4 The prediction performance of phi and psi angles of using different memory lengths for DRNN and DReRBM
From: Deep learning methods for protein torsion angle prediction
Torsion Angle | Memory Length | DRNN | DReRBM | ||
|---|---|---|---|---|---|
phi | 5 | 20.52 | 0.595 | 20.77 | 0.583 |
10 | 20.53 | 0.600 | 20.95 | 0.581 | |
15 | 20.74 | 0.589 | 20.81 | 0.582 | |
20 | 22.20 | 0.539 | 20.90 | 0.580 | |
25 | 22.16 | 0.541 | 20.82 | 0.586 | |
psi | 5 | 29.29 | 0.699 | 29.86 | 0.695 |
10 | 29.35 | 0.700 | 30.02 | 0.694 | |
15 | 29.74 | 0.696 | 29.94 | 0.694 | |
20 | 32.82 | 0.670 | 30.02 | 0.696 | |
25 | 32.78 | 0.671 | 29.89 | 0.698 | |