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Table 2 Performance comparison of seven approaches on both the S.erevisiae and Human datasets

From: Prediction of protein self-interactions using stacked long short-term memory from protein sequences information

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