From: iStable: off-the-shelf predictor integration for predicting protein stability changes
 | WS+SEQ | SEQ | ||||||
---|---|---|---|---|---|---|---|---|
Methods | Sn | Sp | Acc | MCC | Sn | Sp | Acc | MCC |
iStable | 0.688 | 0.941 | 0.857 | 0.669 | 0.625 | 0.906 | 0.812 | 0.564 |
RBFN | 0.752 | 0.764 | 0.760 | 0.495 | 0.583 | 0.759 | 0.700 | 0.337 |
RF | 0.694 | 0.910 | 0.838 | 0.627 | 0.630 | 0.894 | 0.806 | 0.550 |
NN | 0.584 | 0.965 | 0.838 | 0.627 | 0.741 | 0.605 | 0.651 | 0.327 |
BN | 0.685 | 0.888 | 0.820 | 0.588 | 0.649 | 0.868 | 0.795 | 0.529 |
MV | 0.425 | 0.980 | 0.795 | 0.527 | N/A | N/A | N/A | N/A |