| Download | - View accepted manuscript: Fast & confident probabilistic categorisation (PDF, 299 KiB)
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| Author | Search for: Goutte, Cyril1 |
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| Affiliation | - National Research Council of Canada. NRC Institute for Information Technology
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| Format | Text, Article |
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| Conference | Seventh SIAM International Conference on Data Mining (SDM 2007), April 28, 2007, Minneapolis, MN |
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| Abstract | We describe NRC's submission to the Anomaly Detection/Text Mining competition organised at the Text Mining Workshop 2007. This submission relies on a straightforward implementation of the probabilistic categoriser described in [Gaussier et al., 2002]. This categoriser is adapted to handle multiple labelling and a piecewise-linear confidence estimation layer is added to provide an estimate of the labelling confidence. This technique achieves a score of 1.689 on the test data. |
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| Publication date | 2007 |
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| In | |
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| Language | English |
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| NRC number | NRCC 49286 |
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| NPARC number | 5764059 |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction (opens in a new tab) |
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| Record identifier | 94871dbd-2488-45c8-8818-2079f15ad927 |
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| Record created | 2009-03-29 |
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| Record modified | 2020-08-12 |
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