Table 2 Comparison of Ablation Study results of DTI-GTN method
From: A novel method for drug-target interaction prediction based on graph transformers model
Model | AUROC | AUPR |
|---|---|---|
DTI-GTN | 0.9973 ± 0.0006 | 0.9976 ± 0.0006 |
DTI-CDF | 0.9898 ± 0.0019 | 0.9901 ± 0.0005 |
DTI-CNN | 0.9903 ± 0.0015 | 0.9918 ± 0.0016 |
DTI-RF | 0.9488 ± 0.0024 | 0.9708 ± 0.0020 |
DTI-KNN | 0.8769 ± 0.0030 | 0.9057 ± 0.0038 |