Biological activity prediction on EGFR (5-fold cross-val)
75.29SensitivityCNN + MD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CNN + MDBranches=CNN and MD branches, Evaluation=5-fold Cross-validation2019.06 | 75.29 | 0.2434 | 89.75 | 87.66 | 0.58 | 90.32 | |
| CNNBranches=CNN branch only, Evaluation=5-fold Cross-validation2019.06 | 74.31 | 0.2727 | 85.77 | 84.1 | 0.5 | 87.52 | |
| CNN + MD + ATTBranches=CNN and MD branches, Attention=Enabled, Evaluation=5-fold Cross-validation2019.06 | 74.11 | 0.2399 | 90.15 | 87.83 | 0.57 | 90.84 | |
| H. Singh et al.Description=Reference model2019.06 | 69.89 | — | 86.03 | 83.66 | 0.49 | 89 |