Chapter 1 b

نویسندگان

  • T. Poggio
  • S. Mukherjee
  • R. Rifkin
  • A. Rakhlin
  • A. Verri
چکیده

In this chapter we characterize the role of b, which is the constant in the standard form of the solution provided by the Support Vector Machine technique f(x) = P i=1 αiK(x,xi) + b, which is a special case of Regularization Machines. In the process, we describe properties of Reproducing Kernel Hilbert Spaces induced by different classes of kernels.

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تاریخ انتشار 2002