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Solution Path Algorithm for Twin Multi-class Support Vector Machine

Published in arXiv (Cornell University) • May 30, 2020
NobleIDNI3P01W76R06S53
Authors:
Liuyuan Chen
,
Kanglei Zhou
,
Junchang Jing

Abstract

The twin support vector machine and its extensions have made great achievements in dealing with binary classification problems. However, it suffers from difficulties in effective solution of multi-classification and fast model selection. This work devotes to the fast regularization parameter tuning ...

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