In this letter, we derive an algorithm that computes the entire solution path of the support vector regression (SVR). We also propose an unbiased estimate for the degrees of freedom of the SVR model, which allows convenient selection of the regularization parameter.

This content is only available as a PDF.
© 2007 Massachusetts Institute of Technology
2007
You do not currently have access to this content.