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  • 标题:Text Categorization on Multiple Languages Based On Classification Technique
  • 本地全文:下载
  • 作者:Kapila Rani ; Satvika
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2016
  • 卷号:7
  • 期号:3
  • 页码:1582-1585
  • 出版社:TechScience Publications
  • 摘要:In the Constitution of India, a provision is made foreach of the Indian states to choose their own official languagefor communicating at the state level for official purpose [1].The availability of constantly increasing amount of textualdata of various Indian regional languages in electronic formhas accelerated. Hence, the Classification of text documentsbased on languages is essential [2]. The objective of the workis the representation and categorization of Indian languagetext documents using text mining techniques. Several textmining techniques such as Support Vector Machine, KNN (KNearestNeighbor), Decision Tree, Self-OrganizingMap(SOM), Genetic Algorithm [2].
  • 关键词:KNN Classification; Precision (p); Recall(r); Fmeasure;Tokens; Stop-words.
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