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- W2137274315 endingPage "163" @default.
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- W2137274315 abstract "This lecture is intended to serve as an introduction to Information Retrieval (IR) effectiveness metrics and their usage in IR experiments using test collections. Evaluation metrics are important because they are inexpensive tools for monitoring technological advances. This lecture covers a wide variety of IR metrics (except for those designed for XML retrieval, as there is a separature lecture dedicated to this topic) and discusses some methods for evaluating evaluation metrics. It also briefly covers computer-based statistical significance testing. The takeaways for IR experimenters are: (1) It is important to understand the properties of IR metrics and choose or design appropriate ones for the task at hand; (2) Computer-based statistical significance tests are simple and useful, although statistical significance does not necessarily imply practical significance, and statistical insignificance does not necessarily imply practical insignificance; and (3) Several methods exist for discussing which metrics are “good,” although none of them is perfect." @default.
- W2137274315 created "2016-06-24" @default.
- W2137274315 creator A5023595778 @default.
- W2137274315 date "2014-01-01" @default.
- W2137274315 modified "2023-10-16" @default.
- W2137274315 title "Metrics, Statistics, Tests" @default.
- W2137274315 cites W1488210821 @default.
- W2137274315 cites W1498594556 @default.
- W2137274315 cites W1546156057 @default.
- W2137274315 cites W1554394657 @default.
- W2137274315 cites W1556861584 @default.
- W2137274315 cites W1581188666 @default.
- W2137274315 cites W1584638542 @default.
- W2137274315 cites W1586685689 @default.
- W2137274315 cites W1604317414 @default.
- W2137274315 cites W179614338 @default.
- W2137274315 cites W1964675737 @default.
- W2137274315 cites W1965862077 @default.
- W2137274315 cites W1966835268 @default.
- W2137274315 cites W1967676648 @default.
- W2137274315 cites W1967879792 @default.
- W2137274315 cites W1968927634 @default.
- W2137274315 cites W1969118846 @default.
- W2137274315 cites W1970977883 @default.
- W2137274315 cites W1977301265 @default.
- W2137274315 cites W1980036597 @default.
- W2137274315 cites W1986572161 @default.
- W2137274315 cites W1987690005 @default.
- W2137274315 cites W1987938088 @default.
- W2137274315 cites W1988619666 @default.
- W2137274315 cites W1989105102 @default.
- W2137274315 cites W1990190154 @default.
- W2137274315 cites W1992411228 @default.
- W2137274315 cites W1993320088 @default.
- W2137274315 cites W1993672592 @default.
- W2137274315 cites W1999331679 @default.
- W2137274315 cites W1999444901 @default.
- W2137274315 cites W2001142465 @default.
- W2137274315 cites W2001575924 @default.
- W2137274315 cites W2004918107 @default.
- W2137274315 cites W2009948657 @default.
- W2137274315 cites W2011548984 @default.
- W2137274315 cites W2015338694 @default.
- W2137274315 cites W2015629112 @default.
- W2137274315 cites W2017292914 @default.
- W2137274315 cites W2020313144 @default.
- W2137274315 cites W2020584988 @default.
- W2137274315 cites W2020728328 @default.
- W2137274315 cites W2021581601 @default.
- W2137274315 cites W2021856948 @default.
- W2137274315 cites W2022995284 @default.
- W2137274315 cites W2023217403 @default.
- W2137274315 cites W2026430213 @default.
- W2137274315 cites W2027247989 @default.
- W2137274315 cites W2029009258 @default.
- W2137274315 cites W2031858317 @default.
- W2137274315 cites W2034173707 @default.
- W2137274315 cites W2041098697 @default.
- W2137274315 cites W2046011778 @default.
- W2137274315 cites W2053100920 @default.
- W2137274315 cites W2058624977 @default.
- W2137274315 cites W2058896506 @default.
- W2137274315 cites W2068098598 @default.
- W2137274315 cites W2069870183 @default.
- W2137274315 cites W2070192299 @default.
- W2137274315 cites W2075893676 @default.
- W2137274315 cites W2076227143 @default.
- W2137274315 cites W2077046902 @default.
- W2137274315 cites W2079701654 @default.
- W2137274315 cites W2082055394 @default.
- W2137274315 cites W2093495945 @default.
- W2137274315 cites W2094424776 @default.
- W2137274315 cites W2100709351 @default.
- W2137274315 cites W2101105183 @default.
- W2137274315 cites W2104822358 @default.
- W2137274315 cites W2106404250 @default.
- W2137274315 cites W2106532293 @default.
- W2137274315 cites W2109244020 @default.
- W2137274315 cites W2110202502 @default.
- W2137274315 cites W2111310810 @default.
- W2137274315 cites W2112329501 @default.
- W2137274315 cites W2113640060 @default.
- W2137274315 cites W2116008435 @default.
- W2137274315 cites W2117476371 @default.
- W2137274315 cites W2119529697 @default.
- W2137274315 cites W2123946480 @default.
- W2137274315 cites W2124555297 @default.
- W2137274315 cites W2130076000 @default.
- W2137274315 cites W2132314908 @default.
- W2137274315 cites W2143331230 @default.
- W2137274315 cites W2144720252 @default.
- W2137274315 cites W2144981148 @default.
- W2137274315 cites W2155524176 @default.
- W2137274315 cites W2156037541 @default.
- W2137274315 cites W2156296249 @default.
- W2137274315 cites W2157002521 @default.
- W2137274315 cites W2163511272 @default.
- W2137274315 cites W2163632538 @default.