Forward stagewise naïve Bayes

Abstract

The naïve Bayes approach is a simple but often satisfactory method for supervised classification. In this paper, we focus on the naïve Bayes model and propose the application of regularization techniques to learn a naïve Bayes classifier. The main contribution of the paper is a stagewise version of the selective naïve Bayes, which can be considered a… (More)
DOI: 10.1007/s13748-011-0001-7

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