One-dimensional regression example with different noise models.
demogp_reg - script to approximate the noisy sinc function.
There is a possibility of changing the noise type from Gaussian
('gauss') to symmetric ('laplace') and nonsymmetric
('posexp') exponential distribution.
The script computes the test error and displays its average for different BV set sizes. The evolution of the average log-evidence is also plotted.
This script can be used as copy-paste in own application.
ogp, ogptrain, c_reg_gauss, c_reg_exp, c_reg_lapl, sincdata
Copyright (c) Lehel Csató (2001-2004)