A twin hyper-sphere multi-class classification support vector machine

XuYitian; Guorui

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A twin hyper-sphere multi-class classification support vector machine

XuYitian Guorui

Year: 2014 Journal: Journal of Intelligent & Fuzzy Systems Publisher: IOS Press

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Abstract

For the binary classification problem, twin hyper-sphere support vector machine (THSVM) is an improvement on the twin support vector machine (TSVM), it generates two hyper-spheres instead of a pair...

Keywords:

Support vector machine Structured support vector machine Computer science Class (philosophy) Relevance vector machine Pattern recognition (psychology) Artificial intelligence Machine learning

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Topics

Advanced Algorithms and Applications

Physical Sciences → Engineering → Control and Systems Engineering

Advanced Sensor and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

A twin hyper-sphere multi-class classification support vector machine

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