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文章基本信息

  • 标题:A quick survey of text categorization algorithms
  • 本地全文:下载
  • 作者:Dan MUNTEANU
  • 期刊名称:Annals of “Dunarea de Jos”
  • 印刷版ISSN:1221-454X
  • 出版年度:2007
  • 卷号:2007
  • 出版社:“Dunarea de Jos” University of Galati
  • 摘要: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).
  • 关键词:information retrieval, algorithms, machine learning, text classification.
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