Olex: Effective Rule Learning for Text Categorization

Abstract

This paper describes Olex, a novel method for the automatic induction of rule-based text classifiers. Olex supports a hypothesis language of the form "if T1 or hellip or Tn occurs in document d, and none of T1+n,... Tn+m occurs in d, then classify d under category c," where each Ti is a conjunction of terms. The proposed method is simple and elegant… (More)
DOI: 10.1109/TKDE.2008.206

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