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- W2046118959 abstract "We consider two of the most commonly cited measures of retrieval performance: average precision and R-precision. It is well known that average precision and R-precision are highly correlated and similarly robust measures of performance, though the reasons for this are not entirely clear. In this paper, we give a geometric argument which shows that under a very reasonable set of assumptions, average precision and R-precision both approximate the area under the precision-recall curve, thus explaining their high correlation. We further demonstrate through the use of TREC data that the similarity or difference between average precision and R-precision is largely governed by the adherence to, or violation of, these reasonable assumptions." @default.
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- W2046118959 date "2005-08-15" @default.
- W2046118959 modified "2023-09-27" @default.
- W2046118959 title "A geometric interpretation of r-precision and its correlation with average precision" @default.
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- W2046118959 doi "https://doi.org/10.1145/1076034.1076134" @default.
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