Why Churn Models Lose Millions: The Hidden Pricing Cost of Default Thresholds
Most churn studies on the IBM Telco dataset report only accuracy or F1, leaving out profit curves. This oversight costs about $86 per customer—$8.6 M for a 100k subscriber base. The article shows how to compute real misclassification costs with survival analysis and set economically sound thresholds.