文章基本信息

标题：Lasso type classifiers with a reject option
作者：Marten H. Wegkamp
期刊名称：Electronic Journal of Statistics
印刷版ISSN：1935-7524
出版年度：2007
卷号：1
页码：155-168
出版社：Institute of Mathematical Statistics
摘要：We consider the problem of binary classification where one can, for a particular cost, choose not to classify an observation. We present a simple proof for the oracle inequality for the excess risk of structural risk minimizers using a lasso type penalty.