From: iStable: off-the-shelf predictor integration for predicting protein stability changes
Predictors | Sn | Sp | Acc | MCC |
---|---|---|---|---|
iStable | 0.944 | 0.981 | 0.969 | 0.930 |
I-Mutant_PDB | 0.555 | 0.922 | 0.800 | 0.530 |
I-Mutant_SEQ | 0.702 | 0.973 | 0.883 | 0.734 |
AUTO-MUTE_RF | 0.893 | 0.991 | 0.958 | 0.906 |
AUTO-MUTE_SVM | 0.772 | 0.975 | 0.907 | 0.789 |
MUPRO_SVM | 0.775 | 0.956 | 0.896 | 0.761 |
PoPMuSiC2.0 | 0.313 | 0.941 | 0.724 | 0.341 |
CUPSAT | 0.579 | 0.823 | 0.742 | 0.411 |
Majority Voting | 0.737 | 0.984 | 0.902 | 0.779 |