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Table 4 Comparison of different feature combinations

From: Prediction of drug-target interactions from multi-molecular network based on LINE network representation method

Feature Acc. (%) Spec. (%) Prec. (%) MCC (%) Sen. (%) AUC (%)
Attribute 80.73 ± 0.79 84.36 ± 1.05 83.14 ± 1.04 61.63 ± 1.61 77.11 ± 0.60 87.77 ± 0.83
Behavior 85.75 ± 0.59 91.12 ± 0.90 90.06 ± 0.92 71.92 ± 1.21 80.37 ± 0.68 92.18 ± 0.51
Both 85.83 ± 0.72 91.19 ± 0.34 90.14 ± 0.43 72.09 ± 1.38 80.47 ± 1.24 92.33 ± 0.47