TABLE 3.
Performance comparison of six methods on the human dataset from HPRD.
Method | Accuracy | Precision | Recall | F1 | AUC_ROC | AUC_PR |
---|---|---|---|---|---|---|
Resnik_BMA | 0.611 | 1 | 0.222 | 0.3633 | 0.7661 | 0.815,999 |
Lin_BMA | 0.7129 | 0.6666 | 0.8518 | 0.7479 | 0.7918 | 0.785,539 |
Wang_BMA | 0.6851 | 0.7941 | 0.5 | 0.6136 | 0.7475 | 0.799,019 |
Pekar_BMA | 0.75 | 0.8859 | 0.574 | 0.6966 | 0.8024 | 0.791,993 |
InferSentPPI_noweight_PGAA | 0.8796 | 0.8727 | 0.8888 | 0.8806 | 0.9540 | 0.9544 |
InferSentPPI_weight_PGAA | 0.9444 | 0.9166 | 0.9565 | 0.9361 | 0.9686 | 0.9679 |