Table 1 The proportions of drugs with AUROC or AUPR values exceeding the threshold \(\delta\)
From: Predicting drug–protein interactions by preserving the graph information of multi source data
AUROCs | AUPRs | |||||
|---|---|---|---|---|---|---|
\(\delta =0.9\) | \(\delta =0.8\) | \(\delta =0.7\) | \(\delta =0.8\) | \(\delta =0.5\) | \(\delta =0.3\) | |
GRMF(\(\%\)) | 80.8 | 83.7 | 86.8 | 43.6 | 52.7 | 53.0 |
DTINet(\(\%\)) | 77.5 | 82.4 | 88.5 | 17.0 | 23.6 | 26.9 |
MolTrans(\(\%\)) | 73.9 | 85.0 | 88.5 | 17.7 | 22.1 | 26.5 |
NGDTP(\(\%\)) | 59.8 | 82.2 | 96.9 | 1.0 | 5.6 | 17.6 |
TTGCN(\(\%\)) | 62.5 | 86.9 | 95.04 | 30.8 | 64.8 | 83.4 |