From: iStable: off-the-shelf predictor integration for predicting protein stability changes
Secondary Structure | Predictors | Sn | Sp | Acc | MCC |
---|---|---|---|---|---|
Helix | Â | Â | Â | Â | Â |
 | iStable | 0.702 | 0.933 | 0.850 | 0.666 |
 | I-Mutant_PDB | 0.415 | 0.901 | 0.728 | 0.371 |
 | I-Mutant_SEQ | 0.520 | 0.929 | 0.784 | 0.509 |
 | AUTO-MUTE_RF | 0.563 | 0.987 | 0.834 | 0.647 |
 | AUTO-MUTE_SVM | 0.495 | 0.957 | 0.792 | 0.536 |
 | MUPRO_SVM | 0.639 | 0.915 | 0.818 | 0.591 |
 | PoPMuSiC2.0 | 0.250 | 0.957 | 0.708 | 0.311 |
 | CUPSAT | 0.541 | 0.778 | 0.693 | 0.323 |
Sheet | Â | Â | Â | Â | Â |
 | iStable | 0.691 | 0.946 | 0.876 | 0.676 |
 | I-Mutant_PDB | 0.348 | 0.944 | 0.782 | 0.385 |
 | I-Mutant_SEQ | 0.495 | 0.948 | 0.825 | 0.520 |
 | AUTO-MUTE_RF | 0.455 | 0.984 | 0.838 | 0.567 |
 | AUTO-MUTE_SVM | 0.297 | 0.996 | 0.805 | 0.426 |
 | MUPRO_SVM | 0.417 | 0.904 | 0.770 | 0.370 |
 | PoPMuSiC2.0 | 0.310 | 0.956 | 0.776 | 0.363 |
 | CUPSAT | 0.417 | 0.796 | 0.697 | 0.213 |
Other | Â | Â | Â | Â | Â |
 | iStable | 0.680 | 0.943 | 0.847 | 0.666 |
 | I-Mutant_PDB | 0.365 | 0.893 | 0.699 | 0.311 |
 | I-Mutant_SEQ | 0.358 | 0.924 | 0.716 | 0.354 |
 | AUTO-MUTE_RF | 0.479 | 0.995 | 0.805 | 0.595 |
 | AUTO-MUTE_SVM | 0.386 | 0.954 | 0.745 | 0.434 |
 | MUPRO_SVM | 0.485 | 0.900 | 0.748 | 0.433 |
 | PoPMuSiC2.0 | 0.330 | 0.889 | 0.688 | 0.270 |
 | CUPSAT | 0.474 | 0.766 | 0.662 | 0.249 |