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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Ishioka, T. |
| Copyright Year | 2003 |
| Description | Author affiliation: The Nat. Center for Univ. Entrance Examinations, Japan (Ishioka, T.) |
| Abstract | We investigate van Rijsbergen's F-measure, break-even point, and 11-point averaged precision, all of which can be translated into 1-dimensional scalar quantity from the precision and the recall. These investigations can be done by comparing to tetrachoric (four-fold) correlation coefficient and phi (four-fold point) coefficient, which are often used as the index of statistical association in a 2/spl times/2 contingency table. The results show that when a fallout rate is less than 0.1, (1) the F/sub 1/ measure has similar properties of the phi coefficient, (2) the break-even point is almost equivalent to a phi coefficient, and (3) the 11-point averaged precision should be a measure, which is larger than a phi coefficient and has a value smaller than a tetrachoric correlation coefficient. |
| Sponsorship | IEEE Comput. Soc. Tech. Committee on Computational Intelligence (TCCI) Web Intelligence Consortium (WIC) |
| Starting Page | 425 |
| Ending Page | 431 |
| File Size | 358409 |
| Page Count | 7 |
| File Format | |
| ISBN | 0769519326 |
| DOI | 10.1109/WI.2003.1241232 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2003-10-13 |
| Publisher Place | Canada |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Search engines Information retrieval Internet Machinery |
| Content Type | Text |
| Resource Type | Article |
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