Table 2. Accuracy comparison between our technique and several techniques for secondary structure, ASA and angle prediction for the independent test set (TS1199).
Method | PSIPRED | SPINE-X | SCORPION | SPIDER | This Work |
---|---|---|---|---|---|
SS (Q3) | 79.7%(80.8%a) | 81.0%(80.6%a) | 82.0%(82.4%a) | 81.8%(83.3%a) | |
ASA (CC) | – | 0.74 | – | – | 0.76 |
MAE: ϕ(°) | – | 20.2 | – | – | 19.2 |
MAE: ψ(°) | – | 33.7 | – | – | 29.9 |
MAE: θ(°) | – | – | – | 8.6 | 8.0 |
MAE: τ(°) | – | – | – | 33.6 | 32.2 |
a66 proteins of TS1199 that are not in the training set for SCORPION.