Table 1 Evaluation of methods on PubChem bioassays for cancers. Performance of prediction results on cancer bioassays were displayed
From: Drug voyager: a computational platform for exploring unintended drug action
Methods | F1 score | Recall | Precision | Odds ratio |
|---|---|---|---|---|
TRANSFORMER | 0.42 | 0.56 | 0.34 | 2.98 |
Gottlieb et al. | 0.29 | 0.24 | 0.36 | 2.35 |
Oh et al. | 0.16 | 0.13 | 0.19 | 0.67 |