Table 6 Ablation experimental results on ChCh-Miner dataset
From: Multi-type feature fusion based on graph neural network for drug-drug interaction prediction
Method | AUROC | AUPRC | F1 |
|---|---|---|---|
–GWU | 95.89 ± 0.15 | 97.26 ± 0.18 | 94.97 ± 0.67 |
–Gating | 96.28 ± 0.23 | 97.78 ± 0.31 | 95.28 ± 0.20 |
–Contrastive | 96.07 ± 0.28 | 97.85 ± 0.15 | 94.38 ± 0.06 |
MFFGNN | 97.02 ± 0.25 | 98.45 ± 0.06 | 96.94 ± 0.39 |