Convergence of a Generalized SMO Algorithm for SVM Classifier Design

作者：S.S. Keerthi, E.G. Gilbert

摘要

Convergence of a generalized version of the modified SMO algorithms given by Keerthi et al. for SVM classifier design is proved. The convergence results are also extended to modified SMO algorithms for solving ν-SVM classifier problems.

论文关键词：support vector machine, SMO algorithm, convergence

论文评审过程：

论文官网地址：https://doi.org/10.1023/A:1012431217818