function [val] = krls_query( kp, state ) % function [val] = krls_query( kp, state ) % % Part of my Kernel Recursive Least Squares implementation. % % INPUT: % kp - problem data structure returned from krls_init or % subsequent calls to krls. % state - the vector you want to query % % OUTPUT: % val - the value of the regression function at state. % % D. Wingate 10/25/2006 % kernvals = feval( kp.kfunc, state, kp.Dict, kp.kparam ); val = kernvals * kp.Alpha; return;