General twin support vector machine with pinball loss function

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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Bibliographic Details
Main Authors: Tanveer M., Sharma A., Suganthan, Ponnuthurai Nagaratnam
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2021
Subjects:
Engineering::Electrical and electronic engineering
Hinge Loss
Pinball Loss
Online Access:https://hdl.handle.net/10356/151223

Internet

https://hdl.handle.net/10356/151223

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