PREDICTIVE-ANALYTICS5 MIN READ
Choose the metric for the real mistake
Select an evaluation metric based on the business cost of false positives and false negatives.
A retention team can call only 300 accounts this week. The model flags 2,400 accounts as risky, and the VP asks for higher accuracy. The real issue is not accuracy; it is which mistakes waste scarce outreach.
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