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...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
SAGE Publishing
2017-06-01
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Series: | Journal of Algorithms & Computational Technology |
Online Access: | https://doi.org/10.1177/1748301816680503 |