Twin SVM with a reject option through ROC curve

Twin SVM with a reject option through ROC curve

This paper proposes a new method which embeds a reject option in twin support vector machine (RO-TWSVM) through the Receiver Operating Characteristic (ROC) curve for binary classification. The proposed RO-TWSVM enhances the classification robustness through inclusion of an effective rejection rule f...

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Bibliographic Details
Main Authors: Lin, Dongyun, Sun, Lei, Toh, Kar-Ann, Zhang, Jing Bo, Lin, Zhiping
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2018
Subjects:
ROC Curves
Twin SVM
Online Access:https://hdl.handle.net/10356/86871
http://hdl.handle.net/10220/44245

Internet

https://hdl.handle.net/10356/86871
http://hdl.handle.net/10220/44245

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