Classification on DPI-FDA (ratio 1:10)
45.3AUPRCRotatE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RotatEClassifier=MLP2023.06 | 45.3 | 88.6 | 79.4 | |
| BioBLP-DClassifier=MLP2023.06 | 44.7 | 88.5 | 79.2 | |
| BioBLP-MClassifier=RF2023.06 | 41.5 | 88.1 | 89.5 | |
| RotatEClassifier=RF2023.06 | 40.4 | 88.5 | 90.5 | |
| BioBLP-MClassifier=MLP2023.06 | 40.1 | 86.5 | 76.4 | |
| StructuralClassifier=RF2023.06 | 39.8 | 87.1 | 88.5 | |
| BioBLP-DClassifier=RF2023.06 | 39.7 | 88.3 | 90.7 | |
| TransEClassifier=RF2023.06 | 38 | 86.8 | 89.4 | |
| ComplExClassifier=RF2023.06 | 35.2 | 84.9 | 89.2 | |
| TransEClassifier=MLP2023.06 | 35 | 84.6 | 75 | |
| BioBLP-PClassifier=MLP2023.06 | 34.3 | 82 | 74.4 | |
| ComplExClassifier=MLP2023.06 | 33.9 | 83.8 | 75.5 | |
| BioBLP-PClassifier=RF2023.06 | 31.7 | 83.2 | 89.9 | |
| StructuralClassifier=MLP2023.06 | 24.4 | 77.1 | 66.5 | |
| RandomClassifier=RF2023.06 | 19.2 | 72 | 88.9 | |
| RotatEClassifier=LR2023.06 | 18 | 72.2 | 64.3 | |
| BioBLP-DClassifier=LR2023.06 | 17.7 | 72.3 | 64.1 | |
| ComplExClassifier=LR2023.06 | 17 | 70.6 | 63.9 | |
| TransEClassifier=LR2023.06 | 17 | 69.1 | 65 | |
| BioBLP-PClassifier=LR2023.06 | 17 | 68.3 | 63.6 | |
| BioBLP-MClassifier=LR2023.06 | 16.6 | 71.3 | 63.4 | |
| StructuralClassifier=LR2023.06 | 15.3 | 69 | 61.7 | |
| RandomClassifier=MLP2023.06 | 13.9 | 63.5 | 59.4 | |
| RandomClassifier=LR2023.06 | 12.9 | 59.7 | 60.2 |