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Table 1 Average precision and recall for the different set of thresholds applied to WOMBAT

From: Target prediction utilising negative bioactivity data covering large chemical space

Threshold Recall (%) Precision (%)
Default 0.5 83.3 18.6
F1-Score 80.1 23.7
Accuracy 80.4 23.9
Precision 79.5 24.3
Recall 87.1 13.2
  1. The Recall thresholds produce the most elevated recall with lowered precision, while the Precision threshold produces the highest precision whilst compromising recall