Table 3.
Impact of SMILES Augmentation on HIV Dataset
| Iteration of augmentation | Class ratio (positive: negative) | AUROC | |
|---|---|---|---|
| Positive class | Negative class | ||
| 0 | 0 | 0.037 | 0.816 ± 0.005 |
| 4 | 4 | 0.037 | 0.831 ± 0.003 |
| 30 | 1 | 0.52 | 0.830 ± 0.007 |
| 60 | 1 | 1 | 0.835 ± 0.007 |
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