Table 2 Performance comparison of seven approaches on both the S.erevisiae and Human datasets
Methods | S.erevisiae | Human | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
ACC (%) | SPC (%) | TPR (%) | MCC (%) | AUC | ACC (%) | SPC (%) | TPR (%) | MCC (%) | AUC | |
SLIPPER | 71.90 | 72.18 | 69.72 | 28.42 | 0.7723 | 91.10 | 95.06 | 47.26 | 41.97 | 0.8723 |
DXECPPI | 87.46 | 94.93 | 29.44 | 28.25 | 0.6934 | 30.90 | 25.83 | 87.08 | 8.25 | 0.5806 |
PPIevo | 66.28 | 87.46 | 60.14 | 18.01 | 0.6728 | 78.04 | 25.82 | 87.83 | 20.82 | 0.7329 |
LocFuse | 66.66 | 68.10 | 55.49 | 15.77 | 0.7087 | 80.66 | 80.50 | 50.83 | 20.26 | 0.7087 |
CRS | 72.69 | 74.37 | 59.58 | 23.68 | 0.7115 | 91.54 | 96.72 | 34.17 | 36.33 | 0.8196 |
SPAR | 76.96 | 80.02 | 53.24 | 24.84 | 0.7455 | 92.09 | 97.40 | 33.33 | 38.36 | 0.8229 |
ZM-SLSTM | 95.69 | 95.94 | 92.97 | 77.43 | 0.9828 | 97.88 | 98.70 | 88.00 | 85.60 | 0.9908 |