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Support vector machine estimate method to regression function

PAN Ji-bin 1,2 (1.Department of Mathematics,Hubei Normal University,Huangshi 435002,China; 2.Lab.for Information Engineering in Surveying Mapping and Remote Sensing,Wuan 430072,China)  
Problems of regression function estimate is a basic problem in statistical theory.In this paper,we first indices its classical methods,then summare regression estimates by SVM,and discuss the basic ideas of SVM in theorical and applied.
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