From: Multi-type feature fusion based on graph neural network for drug-drug interaction prediction
Method | AUROC | AUPRC | F1 |
---|---|---|---|
S | 90.17 ± 0.04 | 90.27 ± 0.18 | 89.14 ± 0.08 |
M | 92.87 ± 0.74 | 92.55 ± 0.40 | 90.93 ± 0.56 |
I | 93.23 ± 0.01 | 92.74 ± 0.15 | 90.28 ± 0.31 |
S+I | 96.01 ± 0.83 | 96.89 ± 0.76 | 94.99 ± 0.23 |
S+M | 95.49 ± 0.72 | 95.33 ± 0.54 | 95.02 ± 0.16 |
M+I | 96.25 ± 0.05 | 97.23 ± 0.02 | 94.87 ± 0.05 |
S+M+I | 97.02 ± 0.25 | 98.45 ± 0.06 | 96.94 ± 0.39 |