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文章基本信息

  • 标题:Survey on Text Classification (Spam) Using Machine Learning
  • 本地全文:下载
  • 作者:Neetu Sharma ; GaganpreetKaur ; Ashish Verma
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2014
  • 卷号:5
  • 期号:4
  • 页码:5098-5102
  • 出版社:TechScience Publications
  • 摘要:E-mail spam is a very serious problem in today’s life. It has many conséquences like it causes lower productivity, occupy space in mail boxes, extend viruses, Trojans, and materials containing potentially harmful information for a certain category of users, Destroy stability of mail servers, and as a result users spend a lot of time for sorting incoming mail and deleting undesirable correspondence. There are various classifiers used for e-mail spam detection like Naïve Bayes Classifier, KNN Classifiers etc. We will use SVM classifier for e-mail spam detection which has not been used till now for detecting e-mail spam.
  • 关键词:Spam; Text Classification ;Spam Classifier Methods
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