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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Main Authors: | Lin, Dongyun, Sun, Lei, Toh, Kar-Ann, Zhang, Jing Bo, Lin, Zhiping |
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Other Authors: | School of Electrical and Electronic Engineering |
Format: | Article |
Language: | English |
Published: |
2018
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Subjects: | |
Online Access: | https://hdl.handle.net/10356/86871 http://hdl.handle.net/10220/44245 |
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Institution: | Nanyang Technological University |
Language: | English |
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