统计学习与支持向量机

Statistics Learning and Support Vector Machine

支持向量机 (SVM)是一类新型机器学习方法 ,其理论基础是统计学习理论 ,由于其出色的学习性能而成为当前国际机器学习领域的研究热点。该文首先阐述统计学习的核心内容 ,然后对 SVM及其应用进行研究 ,最后讨论了

SVM is a novel approach of machine learnin g, which is based on Statistics Learning. It becomes a study focus in the intern ati onal machine learning. At first,key content of Statistics Learning is expatiated in this paper,then SVM and its application is studied. At last, deficiency of SV M and its future study content is discussed.