%0 Journal Article
%T Design and realization of spam filtering model based on CART algorithm<br>基于CART算法的垃圾邮件过滤模型设计与实现
%A KONG Ying
%A QIU Bin-qiang
%A XU Cong-fuSchool of Information
%A Electronic Engineering
%A Zhejiang University of Science
%A Technology
%A Hangzhou Zhejiang
%A China
%A College of Computer Science
%A Zhejiang University
%A Hangzhou Zhejiang
%A <br>孔颖
%A 裘彬强
%A 徐从富
%J 计算机应用
%D 2009
%I 
%X The Classification and Regression Tree (CART) algorithm was introduced, and the application of the CART algorithm in spam filtering was discussed. Firstly, text messages of email samples were pre-processed, regular email and spam training sets were trained to establish the single classifier with the CART algorithm. Then a boosting based model which was combined with multiple CART classifiers was established. The comparison test results show that the multiple CART classifiers based on boosting has achieved better results.
%K Spam filtering
%K CART algorithm
%K Boosting algorithm<br>垃圾邮件过滤
%K 分类与回归树算法
%K Boosting算法
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=CE909A72ED8368DA96C7EF274ECBECD6&yid=DE12191FBD62783C&vid=771469D9D58C34FF&iid=0B39A22176CE99FB&sid=5F8BAECF36EB55E2&eid=09D368C679EC819B&journal_id=1001-9081&journal_name=计算机应用&referenced_num=0&reference_num=9