%0 Journal Article
%T Weighted-class Based Fuzzy Classification Method for Class-imbalanced Data<br>基于类权重的模糊不平衡数据分类方法
%A XUE Zhen-xia
%A ZHANG Su-ling
%A LIU San-yang
%A <br>薛贞霞
%A 张素玲
%A 刘三阳
%J 计算机科学
%D 2008
%I 
%X Using data sets that contain very few instances of the positive class usually produces biased classifiers and has a lower predictive accuracy over the positive class(usually the more important class)than over the negative class.Proposed a classification method for imbalance problem.This approach obtains maximum separation ratio to separate two class instances with a single sphere.Moreover,this method applies a fuzzy membership to each input point such that different input points can make different contribut...
%K Imbalanced data set
%K Weighted-class
%K Fuzzy membership
%K Classification algorithm<br>不平衡数据
%K 类加权
%K 模糊隶属度
%K 分类算法
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=145CD538E695BCE887BE37F7BA6FB019&yid=67289AFF6305E306&vid=6209D9E8050195F5&iid=708DD6B15D2464E8&sid=C5F8B8CB20F1B3D8&eid=DABEF202280E7EF1&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=14