Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică (Dec 2007)

A quick survey of text categorization algorithms

  • Dan MUNTEANU

Journal volume & issue
Vol. 2007, no. 1
pp. 35 – 42

Abstract

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This paper contains an overview of basic formulations and approaches to text classification. This paper surveys the algorithms used in text categorization: handcrafted rules, decision trees, decision rules, on-line learning, linear classifier, Rocchio’s algorithm, k Nearest Neighbor (kNN), Support Vector Machines (SVM).

Keywords