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Table 13 Comparison results of different PPIs prediction methods on Human-Y.pestis

From: SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction

Methods ACC(%) Sens(%) Prec(%) MCC(%) AUC(%)
LBE-BN[61] 76.10 73.50 38.60 40.10 81.30
LBE-NB[61] 80.90 45.50 43.2 32.80 78.60
LBE-RF[61] 84.6 16.00 66.30 27.30 83.50
ACC-BN[61] 80.00 52.40 42.10 34.90 75.60
LBE-j48[61] 80.10 27.90 37.10 20.80 51.70
LD-DNN[42] 87.30 84.20 90.40 74.90 94.99
SDNN-PPI 88.33 93.92 84.63 77.26 95.74