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Twin support vector machines (TWSVM), a novel machine learning algorithm developing from traditional support vector machines (SVM), is one of the typical nonparallel support vector machines. Since the TWSVM has superiorities of the simple model, the high training speed and the good performance, it has drawn extensive attention. The initial TWSVM can only handle binary classification, however, the...
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