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Signs of the user, product and basket for ranking

What features of a user, product, cart and their interactions should be submitted to an MLP or booster to rank recommendations?

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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Signs of the user, product and basket for ranking — interview question — ML Mentor