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Structured multicategory support vector machines with analysis of variance decomposition

Authors:	Lee Yoonkyung; Kim Yuwon; Lee Sangjun; Koo Ja-Yong

Institution:	¹ Department of Statistics, The Ohio State University, Columbus, Ohio 43210, U.S.A. yklee{at}stat.ohio-state.edu, ² Statistical Research Center for Complex Systems, Seoul National University, Seoul 156-747, Korea. gary{at}stats.snu.ac.kr, ³ Department of Statistics, Seoul National University, Seoul 156-747, Korea. seaphant{at}stats.snu.ac.kr, ⁴ Department of Statistics, Korea University, Seoul 136-701, Korea. jykoo{at}korea.ac.kr

Abstract:

Keywords:	Classification Feature selection Linear programming ${ell}$ ₁-norm penalty" target="_blank">gif" ALT="{ell}" BORDER="0">₁-norm penalty Quadratic programming Regularisation method Reproducing kernel Hilbert space
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