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The standard 2-norm support vector machine (SVM for short) is known for its good performance in classification and regression problems. In this paper, the L∞ norm support vector machine is considered and a novel smoothing function method is proposed in an attempt to overcome some drawbacks of the former methods which are complex, subtle, and sometimes difficult to implement. Based on Karush-Kuhn-Tucker...
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