An Empirical Approach For Probing the Definiteness of Kernels

Martin Zaefferer, Thomas Bartz-Beielstein, Günter Rudolph

Models like support vector machines or Gaussian process regression often require positive semi-definite kernels. These kernels may be based on distance functions. While definitenes…