A Twin Multi-Class Classification Support Vector Machine

Twin support vector machine (TSVM) is a novel machine learning algorithm, which aims at finding two nonparallel planes for each class. In order to do so, one needs to resolve a pair of smaller-sized quadratic programming problems rather than a single large one. Classical TSVM is proposed for the bin...

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Veröffentlicht in:	Cognitive computation 2013-12, Vol.5 (4), p.580-588
Hauptverfasser:	Xu, Yitian, Guo, Rui, Wang, Laisheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Biomedical and Life Sciences Biomedicine Classification Computation by Abstract Devices Computational Biology/Bioinformatics Machine learning Neurosciences Quadratic programming Support vector machines
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