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Table 4 Average precision and recall in the Top-k positions achieved for WOMBAT using the activity-only based model

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

Top-k positions Recall (%) Precision (%)
3 50.0 48.5
6 58.8 41.1
9 62.5 36.3
27 72.5 24.8
54 79.2 18.7
72 82.2 16.3
90 84.2 14.0
180 90.9 7.9
  1. Increasing the number of top-k positions increases the recall and decreases the precision of the models