A Fast and Robust TSVM for Pattern Classification

Abstract

Twin support vector machine (TSVM) is a powerful learning algorithm by solving a pair of smaller SVM-type problems. However, there are still some specific issues waiting to be solved when it faces with some real applications, e.g, low efficiency and noise data. In this paper, we propose a Fast and Robust TSVM (FR-TSVM) to deal with these issues above. In FR… (More)

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