Based on standard support vector machines (SVM), the algorithm of cost-sensitive SVM (CS-SVM) is proposed by integrating misclassification cost of each sample into standard SVM.

• 针对此缺隙，并基于标准的SVM，通过在SVM的设计中集成样本的不同误分类代价，提出代价敏感支持向量机(CS-SVM)的设计方法。