https://scholars.lib.ntu.edu.tw/handle/123456789/323557
標題: | Combining SVMs with various feature selection strategies | 作者: | Chen, Y.-W. CHIH-JEN LIN |
公開日期: | 2006 | 卷: | 207 | 起(迄)頁: | 315-324 | 來源出版物: | Studies in Fuzziness and Soft Computing | 摘要: | This article investigates the performance of combining support vector machines (SVM) and various feature selection strategies. Some of them are filter-type approaches: general feature selection methods independent of SVM, and some are wrapper-type methods: modifications of SVM which can be used to select features. We apply these strategies while participating to the NIPS 2003 Feature Selection Challenge and rank third as a group. © Springer-Verlag Berlin Heidelberg 2006. |
URI: | http://www.scopus.com/inward/record.url?eid=2-s2.0-34047138318&partnerID=MN8TOARS http://scholars.lib.ntu.edu.tw/handle/123456789/323557 https://www.scopus.com/inward/record.uri?eid=2-s2.0-34047138318&doi=10.1007%2f978-3-540-35488-8_13&partnerID=40&md5=0b221933e7d39081fd95036594515508 |
ISSN: | 14349922 | DOI: | 10.1007/978-3-540-35488-8_13 |
顯示於: | 資訊工程學系 |
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