Table 3 Recall of individual secondary structures is compared on CB513 for Q8 prediction
From: Prediction of 8-state protein secondary structures by a novel deep learning architecture
Q8 Label | CRRNN | NCCNN | MUFOLD-SS | DCRNN2a | DCRNN | DeepCNF |
|---|---|---|---|---|---|---|
H | 0.926 | 0.932 | 0.920 | 0.920 | 0.933 | 0.904 |
B | 0.081 | 0.041 | 0.071 | 0.003 | 0.026 | 0.026 |
E | 0.831 | 0.821 | 0.815 | 0.841 | 0.828 | 0.833 |
G | 0.371 | 0.285 | 0.364 | 0.359 | 0.252 | 0.26 |
I | 0 | 0 | 0 | 0 | 0 | 0 |
T | 0.555 | 0.524 | 0.549 | 0.539 | 0.522 | 0.528 |
S | 0.332 | 0.24 | 0.290 | 0.258 | 0.249 | 0.255 |
L | 0.658 | 0.69 | 0.662 | 0.658 | 0.652 | 0.657 |