rb_test_estimator_parallel.m

function test_err = rb_test_estimator_parallel(model, ...
                                      reduced_data,M_test)
%function test_err = rb_test_estimator(reduced_data,M_test)
%
% function determining the test-error-estimators for the given set of
% vectors mu (columns in M_test) of the RB simulation with corresponding 
% RB set. 

% Bernard Haasdonk 6.6.2007

% import model specific methods
%rb_simulation = model.rb_simulation;

nmus = size(M_test,2);  

test_err = zeros(nmus,1);  
parfor i = 1:nmus

  tmodel = model;
  if tmodel.verbose>=5
    fprintf('.');
  end;
  tmodel = tmodel.set_mu(model,M_test(:,i),true);
  sim_data = rb_simulation(tmodel,reduced_data);
  test_err(i) = tmodel.get_estimator_from_sim_data(sim_data);

end;
fprintf('\n');