计算机科学 ›› 2006, Vol. 33 ›› Issue (2): 73-75.
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陈超兰 张自力
出版日期:
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基金资助:
CHEN Chao-Lan ZHANG Zi-Li (Key Lal. of Intelligent Software & Software Engineering,sowth West China Llniversity,Chongqing 400715)
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摘要: 电子邮件是互联网的最重要应用之一,尽管给人们日常工作和生活带来很大便利,但也带来了一种令人讨厌的副产品一一垃圾邮件。对邮件进行分类已成为当前的一个研究热点,而如何进行邮件特征选择,是邮件分类中一个基本也是很重要的问题。本文在分析比较几种用于邮件分类的典型特征选择方法基础上,提出一种新的结合了Mitra's算法和顺序前进搜索法优点的邮件特征选择方法。实验结果表明该方法能够改进邮件分类的准确率,验证了本文方法的有效性和可行性。
关键词: 垃圾邮件 邮件分类 特征选择
Abstract: E-mail is one of the most popular services of the Internet, E-mail has brought us great convenience in our daily work and life. It has brought us an annoying byproduct Spare. How to classify incoming E-mails and filter spam has attracted much attention. O
Key words: Spam, E-mail classifying, Feature selection
陈超兰 张自力. 电子邮件分类中的特征选择[J]. 计算机科学, 2006, 33(2): 73-75. https://doi.org/
CHEN Chao-Lan ZHANG Zi-Li (Key Lal. of Intelligent Software & Software Engineering,sowth West China Llniversity,Chongqing 400715). [J]. Computer Science, 2006, 33(2): 73-75. https://doi.org/
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