A Comparison of TextCategorization Methods Applied to NGram Frequency Statistics

Abstract

Abstract. This paper gives an analysis of multi-class e-mail categoriza-tion performance, comparing a character n-gram document representa-tion against a word-frequency based representation. Furthermore the im-pact of using available e-mail specific meta-information on classification performance is explored and the findings are presented.