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"Fast & Confident Probabilistic Categorization"^^
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"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., ECIR'02). 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.\n"^^
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"2007" .
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"Cyril"^^
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"Goutte"^^
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"Cyril Goutte"^^
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"Fast & Confident Probabilistic Categorization (PDF)"^^
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"goutte07tmw.pdf"^^
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"Fast & Confident Probabilistic Categorization (Image (PNG))"^^
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"preview.png"^^
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"Fast & Confident Probabilistic Categorization (Indexer Terms)"^^
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"indexcodes.txt"^^
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"HTML Summary of #5626 \n\nFast & Confident Probabilistic Categorization\n\n" .
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"Statistical Models" .
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"Computational Linguistics" .
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"Machine Learning" .
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