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Evaluate a Recommendation System

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Your question is Evaluate a Recommendation System. Take a moment with it on the right.

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Problem

Scenario

You are evaluating a recommendation system for a content platform. The model ranks items for the home feed, and the team wants to know whether it is actually better than the current approach.

Question

How would you evaluate the performance of a recommendation system?