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Table 2 A summary of decision threshold performance upon application to the WOMBAT database

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

Threshold Average score St. deviation Median Min Max
F1 Score 0.349 0.341 0.333 −0.916 1.551
Accuracy 0.364 0.344 0.351 −0.916 1.551
Precision 0.402 0.327 0.380 −0.662 1.551
Recall −0.527 0.330 −0.520 −2.064 1.918
  1. F1 Score, accuracy and precision thresholds all glean similar performance values, while the recall shows a significantly separate profile with lowered performance values