Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters

Abstract

There are different approaches able to automatically detect e-mail spam messages, and the best-known ones are based on Bayesian decision theory. However, the most of these approaches have the same difficulty: the high dimensionality of the feature space. Many term selection methods have been proposed in the literature. Nevertheless, it is still unclear how… (More)
DOI: 10.1109/ICMLA.2009.22

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