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Maximizing Text-Mining Performance
July/August 1999 (vol. 14 no. 4)
pp. 63-69
The authors' adaptive-resampling approach surpasses previous decision-tree performance and validates the effectiveness of small, pooled local dictionaries. They demonstrate their approach using the Reuters-21578 benchmark data and a real-world customer e-mail routing system.
Citation:
Sholom M. Weiss, Chidanand Apte, Fred J. Damerau, David E. Johnson, Frank J. Oles, Thilo Goetz, Thomas Hampp, "Maximizing Text-Mining Performance," IEEE Intelligent Systems, vol. 14, no. 4, pp. 63-69, July-Aug. 1999, doi:10.1109/5254.784086
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