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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
  1. aData is generated by our experiment
  2. Boldface numbers indicate best performance