Skip to main content
. 2022 Mar 28;13:827540. doi: 10.3389/fgene.2022.827540

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