Journal on Communications ›› 2017, Vol. 38 ›› Issue (4): 140-148.doi: 10.11959/j.issn.1000-436x.2017084

• Papers • Previous Articles     Next Articles

Study on an improved naive Bayes algorithm in spam filtering

Lei YANG1,Cui-ling CAO1,Jian-guo SUN1,2,Li-guo ZHANG1   

  1. 1 College of Computer Science and Technology,Harbin Engineering University,Harbin 150001,China
    2 Institute of Information Engineering,Chinese Academy of Sciences,Beijing 100093,China
  • Revised:2017-02-22 Online:2017-04-01 Published:2017-07-20
  • Supported by:
    The National Natural Science Foundation of China(61202455);The National Natural Science Foundation of China(61472096)

Abstract:

A method of improved support vector machine naive Bayes algorithm was proposed——TSVM-NB algorithm.

Key words: spam filtering, naive Bayes, SVM, trim strategy

CLC Number: 

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