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Reference:citeseer

Using Maximum Entropy for Text Classification

Nigam, Lafferty, McCallum 1999

Uses Improved Iterative Scaling (IIS) with a Gaussian prior to do text classification on the WebKB data set and the Newsgroups data set. Shows that the Gaussian prior is effective at preventing overfitting.

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