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Offline evaluation for complementary fashion recommendations

How would you evaluate candidate generation and reranking offline for an item-to-item fashion recommender before an A/B test?

Answer as you would in an interview

Answer aloud or write down a few key points. The text field is optional; the review opens after your attempt.

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Offline evaluation for complementary fashion recommendations — interview question — ML Mentor