Recommendation Systems Interview: Stop Ignoring Coverage (It Saves Your Model)

Don't obsess over Precision@K — measure Coverage In e-commerce recommenders, optimizing only for Precision@K or NDCG is dangerous. You can get very high precision while repeatedly serving the same small set of popular items. That looks great in offli...