%0 Journal Article
%T Filtering Chinese Spam Email Using Logistic Regression<br>基于Logistic回归的中文垃圾邮件过滤方法
%A WANG Qing-xing
%A XU Cong-fu
%A HE Jun
%A <br>王庆幸
%A 徐从富
%A 何俊
%J 计算机科学
%D 2008
%I 
%X We applied the logistic regression model to filter Chinese spam email,described the key approaches of our spam filter,and conduct experiments on SEWM2007 spam corpus.Additionally,we analyzed factors influencing the ham misclassification rate(ham%),the spam misclassification rate(spam%)and the accuracy of our filter.Compared with SVM,our filter is better in terms of receiver operating characteristics(ROC)and efficiency.
%K ROC<br>垃圾邮件过滤
%K Logistic回归
%K ham％
%K spam％
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=82C28199B8F33F46F0CC691B57189560&yid=67289AFF6305E306&vid=6209D9E8050195F5&iid=F3090AE9B60B7ED1&sid=2BA123C6EB9D54C2&eid=FCD27DC5E1F2EEE7&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=10