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Evaluation 13: MAP vs NDCG

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Victor Lavrenko

NDCG (normalised discounted cumulative gain) is a singlenumber measure of effectiveness of a ranking algorithm that allows nonbinary relevance judgments. It has a strong relationship to the average precision (AP), but has a discounting function with a very heavy tail that must be truncated.

posted by Eissorteoc