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Vojtech Franc and Vaclav Hlavac proposed a transformation from the multi-class support vector machine problem to the one-class support vector machine problem which is more convenient for optimization. Moreover, the proposed transformation can be performed by the properly defined kernel function only. The experiments conducted indicate that the proposed method is comparable with the one-against-all...
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