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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