%0 Journal Article
%T The Analge of View of Boosting<br>Boosting视角
%A TU Cheng-Sheng
%A LU Yu-chang
%A <br>涂承胜
%A 陆玉昌
%J 计算机科学
%D 2005
%I 
%X AdaBoost is the most important fundamental algorihtm in the family of Boosting algorithms. This paper an- alyzes the generalization error of boosting and its relationship with structural risk minimization and VC dimension, Support Vector Machine and margin theory. Besides,AdaBoost is interpreted from the view point of game theory and statistics respectively,in order to provide an over all view of Boosting for promoting its further study.
%K Generalization error
%K Structural risk minimization
%K VC dimension
%K Support vector machine
%K Game theory<br>泛化错误
%K 结构风险最小化
%K VC维
%K 支持向量机
%K 游戏理论
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=38E6BCFF56A7FBDC&yid=2DD7160C83D0ACED&vid=9971A5E270697F23&iid=94C357A881DFC066&sid=B0EBA60720995721&eid=475189FCB44F11F6&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=22