文献类型：会议论文

英文题名：Research on PSVM ensemble algorithm based on relief (F) object to robot

作者：Shang, You[1]

第一作者：尚游

通讯作者：Shang, Y.|[1107141051012]尚游;

机构：[1] College of Computer and Information Engineering, Xinxiang University, Xinxiang, China

第一机构：新乡学院计算机与信息工程学院

通讯机构：[1]College of Computer and Information Engineering, Xinxiang University, Xinxiang, China|[1107118]新乡学院计算机与信息工程学院;[11071]新乡学院;

会议论文集：Proceedings - 2012 International Conference on Computer Science and Electronics Engineering, ICCSEE 2012

会议日期：March 23, 2012 - March 25, 2012

会议地点：Hangzhou, Zhejiang, China

语种：英文

外文关键词：Support vector machines

摘要：An efficient proximal support vector machine (PSVM) ensemble algorithm based on Relief (F) is proposed in this paper. Firstly, the feature perturbation based on the Relief (F) algorithm is introduced into the original PSVM ensemble method to create the integrated individuals with high diversity, and then the classification results obtained via integration with applying the majority voting. ? 2012 IEEE.