An Effective Multiclass Twin Hypersphere Support Vector Machine and Its Practical Engineering Applications

Twin-KSVC (Twin Support Vector Classification for <i>K</i> class) is a novel and efficient multiclass twin support vector machine. However, Twin-KSVC has the following disadvantages. (1) Each pair of binary sub-classifiers has to calculate inverse matrices. (2) For nonlinear problems, a...

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Bibliographic Details
Main Authors: Qing Ai, Anna Wang, Aihua Zhang, Wenhui Wang, Yang Wang
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/8/10/1195