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Detection and measurement
Precision, recall, and F1
The three accuracy measures ClickLens computes daily against ground truth.
Precision is the share of flagged sessions that were truly fraudulent. Recall is the share of all true fraud that was caught. F1 is the harmonic mean of the two, so a detector cannot score well by sacrificing one for the other.
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