svroutput.m

SVR程序,直接用就可以了,没有错误,其中还有一些变量需再编程序算,如:MSE

function tstY = svroutput(trnX,tstX,ker,kerOptions,beta,bias)
%SVRMSE Calculate SVR Output
%
%  Usage: tstY = svroutput(trnX,tstX,ker,kerOptions,beta,bias)
%
%  Parameters: trnX       - Training inputs
%              tstX       - Test inputs
%              ker        - kernel function
%              kerOptions - kernel options
%              beta       - Difference of Lagrange Multipliers
%              bias       - bias
%              comp       - sparse components
%
%  Author: Steve Gunn ([e-mail])

if (nargin ~= 6) % check correct number of arguments
    help svroutput
else

    n = size(trnX,1);
    m = size(tstX,1);
    H = zeros(m,n);
    for i=1:m
        for j=1:n
            H(i,j) = svkernel(ker,kerOptions,tstX(i,:),trnX(j,:));
        end
    end
    tstY = (H*beta + bias);

end