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A new algorithm for computation of a regularization solution path for reinforced multicategory support vector machines
Authors:Xiao Xiao  Xiexin Liu  Xiaoling Lu  Xiangyu Chang  Yufeng Liu
Institution:1. School of Statistics, Data Mining Center, Renmin University of China, Center for Applied Statistics, Beijing 100872, China;2. Department of Management Sciences, Tippie College of Business, The University of Iowa, IA 52242, U.S.A.;3. School of Management, Xi'an Jiaotong University, Center of Data Science and Information Quality, Xi'an, China;4. Departments of Statistics and Operations Research, Genetics, and Biostatistics, Carolina Center for Genome Sciences, The University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, NC, U.S.A.
Abstract:
Keywords:Multicategory classification  Solution path  SVM  MSC 2010: Primary 62H30  secondary 65C60
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