The Support Vector Machine Based on the Principal Component in the Credit Management of Electronic Commerce
Yanwei Zhu, Yongli Zhang · 2010
The paper applies support vector machine (SVM) based on principal component to credit management in E-commerce, and in this paper not only principal component analysis is used to do operation of dimension reduction in multi-dimensional variable system so as to get low-dimensional variable system characters with a high precision, but also the favorable generalization capability of SVM to small sample is adopted. Experiment results indicate that the way of managing E-commerce by means of integrating principal component analysis with SVM is simpler and more effective than that of traditional single using SVM.