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Table 12 Comparison results of different PPIs prediction methods on Human-B.Anthracis

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

Methods ACC(%) Sens(%) Prec(%) MCC(%) AUC(%)
LBE-BN[61] 78.70 73.00 42.00 43.40 83.70
LBE-NB[61] 82.50 53.80 47.80 39.70 82.10
LBE-RF[61] 85.40 24.0 67.00 34.00 86.80
ACC-BN[61] 77.40 51.70 37.30 30.30 79.00
LBE-j48[61] 80.06 31.20 39.60 23.90 54.10
LD-DNN[42] 91.70 89.50 93.90 83.50 96.37
SDNN-PPI 93.15 96.61 90.44 86.57 98.23