A weighted support vector machine method and its application

Abstract

Faced with the fact that training samples belonging to a normal operation status are much more than the ones belonging to an abnormal operation status, we present the weighted support vector machine method. When the weights of the penalty parameters for different classes satisfy a relation equation, the undesirable effect caused by the unbalanced training… (More)

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