支持向量机的研究现状与进展

Support Vector Machines are a kind of novel machine learning methods,which have become the hotspot of machine learning because of their excellent learning performance.For machine learning tasks involving pattern recognition,regression estimation,and function approximation,the support vector machine has increasingly become a popular tool.In this paper a survey of research and development on the support vector is made and the direction of research of the support vectore machine have been pointed out probingly.