Fraud Detection Interviews: Stop Using ROC-AUC as Your Main Metric

Stop handing ROC-AUC as the answer in fraud-detection interviews In real-time fraud detection your data is heavily imbalanced: fraud is rare, legitimate transactions are common. That imbalance makes ROC-AUC a trap in interviews — it can look “good” e...