From: iStable: off-the-shelf predictor integration for predicting protein stability changes
Protein categories | Predictors | Sn | Sp | Acc | MCC |
---|---|---|---|---|---|
Nucleic acid binding | Â | Â | Â | Â | Â |
 | iStable | 0.550 | 0.943 | 0.795 | 0.567 |
 | I-Mutant_PDB | 0.550 | 0.852 | 0.742 | 0.439 |
 | I-Mutant_SEQ | 0.300 | 0.943 | 0.704 | 0.343 |
 | AUTO-MUTE_RF | 0.250 | 0.971 | 0.704 | 0.359 |
 | AUTO-MUTE_SVM | 0.250 | 0.943 | 0.684 | 0.262 |
 | MUPRO_SVM | 0.450 | 0.857 | 0.704 | 0.395 |
 | PoPMuSiC2.0 | 0.400 | 0.910 | 0.724 | 0.355 |
 | CUPSAT | 0.350 | 0.552 | 0.476 | -0.073 |
Enzyme | Â | Â | Â | Â | Â |
 | iStable | 0.451 | 0.797 | 0.720 | 0.334 |
 | I-Mutant_PDB | 0.253 | 0.869 | 0.756 | 0.135 |
 | I-Mutant_SEQ | 0.242 | 0.878 | 0.762 | 0.131 |
 | AUTO-MUTE_RF | 0.138 | 0.978 | 0.825 | 0.217 |
 | AUTO-MUTE_SVM | 0.057 | 0.965 | 0.800 | 0.049 |
 | MUPRO_SVM | 0.281 | 0.859 | 0.753 | 0.144 |
 | PoPMuSiC2.0 | 0.344 | 0.931 | 0.824 | 0.328 |
 | CUPSAT | 0.390 | 0.740 | 0.676 | 0.112 |
Protein-protein interaction related | Â | Â | Â | Â | Â |
 | iStable | 0.357 | 0.943 | 0.831 | 0.379 |
 | I-Mutant_PDB | 0.207 | 0.858 | 0.733 | 0.088 |
 | I-Mutant_SEQ | 0.361 | 0.798 | 0.714 | 0.161 |
 | AUTO-MUTE_RF | 0.129 | 0.965 | 0.805 | 0.145 |
 | AUTO-MUTE_SVM | 0.079 | 0.970 | 0.799 | 0.100 |
 | MUPRO_SVM | 0.204 | 0.864 | 0.737 | 0.076 |
 | PoPMuSiC2.0 | 0.100 | 0.964 | 0.798 | 0.091 |
 | CUPSAT | 0.461 | 0.778 | 0.717 | 0.216 |