Table 6 Performance comparison of our model with other publicly available predictors on an independent dataset.
Method | MCC (%) | Sn (%) | Sp (%) | PRE (%) | ACC (%) | AUC(%) | F1 (%) |
|---|---|---|---|---|---|---|---|
Our Model-AttBiLSTM_DE | 88.00 | 87.01 | 98.46 | 94.37 | 95.85 | 98.48 | 90.54 |
mACP pred2.045 | 59.70 | 80.70 | 86.80 | 57.50 | 85.70 | 88.70 | 67.10 |
mACPpred44 | 48.90 | 75.40 | 81.90 | 47.90 | 80.70 | 84.20 | 58.60 |
MLACP2.043 | 55.70 | 79.20 | 84.90 | 53.60 | 83.80 | 89.30 | 63.90 |
ACPred-BMF(Main)88 | 19.80 | 67.20 | 58.40 | 26.30 | 60.00 | 32.60 | 37.80 |
ACPred-BMF(Alternate) | 25.10 | 44.10 | 82.90 | 36.40 | 75.90 | 26.30 | 39.90 |
ACPred31 | 27.80 | 51.00 | 80.40 | 36.50 | 75.10 | 73.90 | 42.60 |
AMPfun89 | 42.90 | 76.90 | 75.80 | 41.20 | 76.00 | 80.20 | 53.70 |
AntiCP2.0(Main)41 | 17.80 | 43.30 | 77.20 | 29.50 | 71.00 | 59.70 | 35.10 |
AntiCP2.0(Alternate) | 47.20 | 60.50 | 88.70 | 54.30 | 83.60 | 83.50 | 57.20 |
CancerGram90 | 11.00 | 6.60 | 98.10 | 43.50 | 81.50 | 67.30 | 11.40 |
iDACP91 | 25.50 | 20.30 | 96.30 | 54.60 | 82.50 | 85.20 | 29.60 |
