Module 3: Models and evaluation

Metrics that match the goal

Accuracy can hide poor minority-class performance. Precision, recall, F1, ROC-AUC, MAE, and RMSE answer different questions, so select metrics based on the cost of errors.

Practice exercise

Select a primary metric for fraud detection and explain why.

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