Feature Selection Using Linear Support Vector Machines

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文件名称：Feature Selection Using Linear Support Vector Machines
文件大小：507KB
文件格式：DOC
更新时间：2012-05-27 15:49:54
feature In this study we propose a method for feature selection and iterative classifier training based on Support Vector Machines (SVM) with linear kernels. We explore how this and other feature selection methods can be used to make tradeoffs between the amount of training data and the sparsity of the document representation for the fixed amount of system memory.