journal6 ›› 2002, Vol. 23 ›› Issue (3): 28-31.

• Doctoral Forum • Previous Articles     Next Articles

A New Support Vector Regression Model


  1. (College of Economics and Management, China Agriculture University, Beijing 100083,China)
  • Online:2002-09-15 Published:2013-01-05

Abstract: A new support vector regression model is presented by support vector machines (SVM) theory. The solution of the model is transformed into a quadratic programming problem. Parameters of the model can be auto-selected. It is shown that the model had a rich generalization by testing China grain production.

Key words: support vector machines (SVM), support vector regression (SVR), generalization

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