Package pt.tumba.ngram.blr

Implementation of Bayesian Logistic Regression classification that can be used to categorize text files using N-Grams as features, based on the "Bayesian Logistic Regression Software" package* by Alexander Genkin, David D.

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BayesianLogReg

Simple, easy-to-use, and efficient software for Bayesian Logistic Regression classification, based on the "Bayesian Logistic Regression Software" package by Alexander Genkin, David D.

Package pt.tumba.ngram.blr Description

Implementation of Bayesian Logistic Regression classification that can be used to categorize text files using N-Grams as features, based on the "Bayesian Logistic Regression Software" package* by Alexander Genkin, David D. Lewis, and David Madigan.
A detailed technical report describing theoretical background, the algorithm, and experimental results can be found at http://stat.rutgers.edu/~madigan/PAPERS/shortFat-v13.ps.