DATA-SCIENCE-FUNDAMENTALS5 MIN READ
Pick the Metric That Matches the Cost
Select a classification metric based on class balance and the relative costs of false positives and false negatives.
Nadia must decide which metric belongs in the launch readout. Fraud is rare, missed fraud is expensive, and every flagged transaction creates manual review work.
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