A Multiclass Nonparallel Parametric-Margin Support Vector Machine

A Multiclass Nonparallel Parametric-Margin Support Vector Machine

The twin parametric-margin support vector machine (TPMSVM) is an excellent kernel-based nonparallel classifier. However, TPMSVM was originally designed for binary classification, which is unsuitable for real-world multiclass applications. Therefore, this paper extends TPMSVM for multiclass classific...

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Bibliographic Details
Main Authors: Shu-Wang Du, Ming-Chuan Zhang, Pei Chen, Hui-Feng Sun, Wei-Jie Chen, Yuan-Hai Shao
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Information
Subjects:
multiclass classification
twin support vector machine
nonparallel hyperplane
hybrid classification and regression
MNP-KSVC
Online Access:https://www.mdpi.com/2078-2489/12/12/515

Internet

https://www.mdpi.com/2078-2489/12/12/515

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