fsirlssvm.m

The goal of SPID is to provide the user with tools capable to simulate, preprocess, process and clas

function alpha=fsirlssvm(X,y,pars,Xtest,ytest)

%init
%number of classes
K=length(unique(y));c=K-1;

%put b term in parameter vector
X=[ones(size(X,1),1) X];
pall=zeros(size(X,1),c); 
alpha=0;

tic
[pall,alpha]=irlssvm(X,y,alpha,pars);
toc
if nargin>3,
   predictKLR(X(:,2:end),y,alpha,Xtest,ytest,pars);
end