As the rapid development of information technology and information network, data mining from a large number of useful knowledge has become an important research area. SVM is a new learning method developed in recent years based on the foundations of statistical learning theory. It is gaining popularity due to many attractive features and promising empirical performance in the fields of nonlinear and high dimensional pattern recognition.
Although statistical learning theory (SLT) has more solid...
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