LINEX Support Vector Machine for Large-Scale Classification

LINEX Support Vector Machine for Large-Scale Classification

Traditional soft margin support vector machine usually uses hinge loss to build a classifier with the “maximum-margin”principle. However, C-SVM depends on support vectors causing the loss of data information. Then, least square support vector machine is proposed with square los...

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Bibliographic Details
Main Authors: Yue Ma, Qin Zhang, Dewei Li, Yingjie Tian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
LINEX loss
large-scale classification
support vector machine (SVM)
Online Access:https://ieeexplore.ieee.org/document/8723128/

Internet

https://ieeexplore.ieee.org/document/8723128/

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