Tool | Model | Acc | Sens | Spec | F1 | AUROC |
---|---|---|---|---|---|---|
iAMPpred | originala | 74.01 | 87.90 | 60.12 | 77.18 | 80.70 |
iAMP-2L | originala | 77.96 | 88.26 | 67.66 | 80.02 | – |
AMP Scanner Vr.2 | originala | 78.50 | 90.66 | 66.35 | 80.83 | 88.33 |
re-trained, 10 epochsb | 90.66 | 91.14 | 90.18 | 90.70 | 97.40 | |
re-trained, early stoppedc | 91.20 | 90.42 | 91.98 | 91.13 | 97.03 | |
AMPlify | single sub-model 1 | 92.40 | 90.90 | 93.89 | 92.28 | 97.54 |
single sub-model 2 | 91.98 | 91.02 | 92.93 | 91.90 | 97.40 | |
single sub-model 3 | 92.51 | 92.69 | 92.34 | 92.53 | 97.82 | |
single sub-model 4 | 92.10 | 90.90 | 93.29 | 92.00 | 97.27 | |
single sub-model 5 | 92.57 | 92.57 | 92.57 | 92.57 | 97.98 | |
ensemble | 93.71 | 92.93 | 94.49 | 93.66 | 98.37 |