Smooth twin bounded support vector machine with pinball loss

The twin support vector machine improves the classification performance of the support vector machine by solving two small quadratic programming problems. However, this method has the following defects: (1) For the twin support vector machine and some of its variants, the constructed models use a hi...

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Veröffentlicht in:	Applied intelligence (Dordrecht, Netherlands) Netherlands), 2021-08, Vol.51 (8), p.5489-5505
Hauptverfasser:	Li, Kai, Lv, Zhen
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Computer Science Datasets Iterative algorithms Iterative methods Machines Manufacturing Mechanical Engineering Noise sensitivity Processes Quadratic programming Resampling Support vector machines
Online-Zugang:	Volltext
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