metrics

Interview

Write code to evaluate a binary classifier and produce all the metrics that matter.

Tests whether you know what to actually measure beyond accuracy.

Interview

You're building a fraud detection model where 0.1% of transactions are fraud. Why is accuracy a bad metric and what should you use?

Tests practical evaluation knowledge — the imbalanced-class case is where most metric mistakes happen.