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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