<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "Fast & Confident Probabilistic Categorization"^^ . "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"^^ . "2007" . . . . . . . . "Cyril"^^ . "Goutte"^^ . "Cyril Goutte"^^ . . . . . . "Fast & Confident Probabilistic Categorization (PDF)"^^ . . . . . . . . . "goutte07tmw.pdf"^^ . . . "Fast & Confident Probabilistic Categorization (Image (PNG))"^^ . . . . . . "preview.png"^^ . . . "Fast & Confident Probabilistic Categorization (Indexer Terms)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #5626 \n\nFast & Confident Probabilistic Categorization\n\n" . "text/html" . . . "Statistical Models" . . . "Computational Linguistics" . . . "Machine Learning" . .