Robust relative margin support vector machines

Recently, a class of classifiers, called relative margin machine, has been developed. Relative margin machine has shown significant improvements over the large margin counterparts on real-world problems. In binary classification, the most widely used loss function is the hinge loss, which results in...

Full description

Bibliographic Details
Main Authors: Yunyan Song, Wenxin Zhu, Yingyuan Xiao, Ping Zhong
Format: Article
Language:English
Published: SAGE Publishing 2017-06-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748301816680503