brede_pde_specht - Specht Kernel evaluation
function E = brede_pde_specht(X, X0)
Input: X Datamatrix with datapoints
X0 Datamatrix with center of kernels
Output: E Logarithm of probability
The function returns the logarithm of the probability for the
datapoint in the X datamatrix (the "testset") using the Specht
kernel probability density estimate with the centers defined
in X0. The width of the kernel is found by leave-one-out (LOO)
cross-validation on the X0 dataset (the "trainingset").
All the calculation takes place in support functions
brede_pde_spechtest (the width estimation) and
brede_pde_spechtlp (evaluation of probability of the testset)
See also BREDE, BREDE_PDE, BREDE_PDE_SPECHTEST,
BREDE_PDE_SPECTLP.
$Id: brede_pde_specht.m,v 1.2 2007/07/12 23:11:17 fn Exp $