Dataset | SN(%) | SP(%) | ACC(%) | PPV(%) | NPV(%) | MCC | AUC |
---|
TR1–TS1 | 89.76 | 66.14 | 77.95 | 72.61 | 86.60 | 0.575 | 0.886 |
TR2–TS2 | 90.67 | 65.33 | 78.00 | 72.34 | 87.50 | 0.579 | 0.867 |
TR3–TS1 | 88.98 | 65.88 | 77.43 | 72.28 | 85.67 | 0.564 | 0.884 |
TR4–TS2 | 94.67 | 68.67 | 81.67 | 75.13 | 92.79 | 0.656 | 0.890 |
- TR1: training dataset of PPIs between human and any virus except H1N1. TS1: test dataset of PPIs between human and H1N1 virus. TR2: training dataset of PPIs between human and any virus except Ebola virus. TS2: test dataset of PPIs between human and Ebola virus. TR3: training dataset of PPIs between any host and any virus except H1N1. TR4: training dataset of PPIs between any host and any virus except Ebola virus. SN: sensitivity, SP: specificity, ACC: accuracy, PPV: positive predictive value, NPV: negative predictive value, MCC: Matthews correlation coefficient, AUC: area under the ROC