From: Feature-based multiple models improve classification of mutation-induced stability changes
Method | AUC | MCC | Q2 | Se | Sp | PPV | NPV |
---|---|---|---|---|---|---|---|
MUpro | 0.65 | 0.24 | 79.41 | 28.89 | 91.19 | 43.33 | 84.62 |
MuStab | 0.67 | 0.26 | 77.31 | 40.00 | 86.01 | 40.00 | 86.01 |
I-Mutant2.0 | 0.70 | 0.27 | 65.97 | 68.89 | 65.28 | 31.63 | 90.00 |
EASE-AA | 0.83 | 0.45 | 82.35 | 60.00 | 87.56 | 52.94 | 90.37 |
EASE-AA2 | 0.72 | 0.36 | 82.77 | 35.56 | 93.78 | 57.14 | 86.19 |
EASE-ASA | 0.81 | 0.43 | 83.19 | 51.11 | 90.67 | 56.10 | 88.83 |
EASE-SS | 0.82 | 0.48 | 83.19 | 62.22 | 88.08 | 54.90 | 90.91 |
EASE-MM | 0.85 | 0.47 | 81.09 | 68.89 | 83.94 | 50.00 | 92.05 |