This paper proposed a new traning algorithm of W-SVM that uses second-order information of objective function to select working set and deduced its KKT optimization condition.

• 摘要给出了一种利用目标函数的二阶信息选择工作集训练加权支持向量机的算法，导出了加权支持向量机的KKT条件。