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Evaluation 13: MAP vs NDCG

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Jan 20, 2014
10:36

NDCG (normalised discounted cumulative gain) is a single-number measure of effectiveness of a ranking algorithm that allows non-binary 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.

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Evaluation 13: MAP vs NDCG | NatokHD