Skip to main content

Table 8 Details of Q8 accuracy on the CASP10, CASP11, and CASP12 datasets predicted by an ensemble model of CRRNN

From: Prediction of 8-state protein secondary structures by a novel deep learning architecture

Q8 Label

CASP10

CASP11

CASP12

 

precision

recall

precision

recall

precision

recall

H

0.894

0.925

0.867

0.931

0.853

0.926

B

0.758

0.110

0.607

0.077

0.333

0.027

E

0.829

0.868

0.796

0.864

0.746

0.837

G

0.580

0.403

0.541

0.313

0.389

0.278

I

0

0

0

0

0

0

T

0.672

0.670

0.596

0.588

0.547

0.508

S

0.561

0.366

0.523

0.327

0.490

0.263

L

0.639

0.722

0.616

0.658

0.578

0.615