General twin support vector machine with pinball loss function

The standard twin support vector machine (TSVM) uses the hinge loss function which leads to noise sensitivity and instability. In this paper, we propose a novel general twin support vector machine with pinball loss (Pin-GTSVM) for solving classification problems. We show that the proposed Pin-GTSVM...

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Main Authors: Tanveer M., Sharma A., Suganthan, Ponnuthurai Nagaratnam
其他作者: School of Electrical and Electronic Engineering
格式: Article
語言:English
出版: 2021
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在線閱讀:https://hdl.handle.net/10356/151223
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機構: Nanyang Technological University
語言: English

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