1 function U04_eval_results
   2 
   3 load results.mat;
   4 
   5 % banana
   6 load ../../../datasets/U04/U04_banana-ytest.dat;
   7 fprintf('banana:\n');
   8 l = loss01(U04_banana_ytest, sign(result.krr.banana_predicted_labels));
   9 fprintf('  krr: %f\n', l);
  10 
  11 % diabetis
  12 load ../../../datasets/U04/U04_diabetis-ytest.dat;
  13 fprintf('diabetis:\n');
  14 l = loss01(U04_diabetis_ytest, sign(result.krr.diabetis_predicted_labels));
  15 fprintf('  krr: %f\n', l);
  16 
  17 % flare-solar
  18 load ../../../datasets/U04/U04_flare-solar-ytest.dat;
  19 fprintf('flare-solar:\n');
  20 l = loss01(U04_flare_solar_ytest, sign(result.krr.flare_solar_predicted_labels));
  21 fprintf('  krr: %f\n', l);
  22 
  23 % image
  24 load ../../../datasets/U04/U04_image-ytest.dat;
  25 fprintf('image:\n');
  26 l = loss01(U04_image_ytest, sign(result.krr.image_predicted_labels));
  27 fprintf('  krr: %f\n', l);
  28 
  29 % ringnorm
  30 load ../../../datasets/U04/U04_ringnorm-ytest.dat;
  31 fprintf('ringnorm:\n');
  32 l = loss01(U04_ringnorm_ytest, sign(result.krr.ringnorm_predicted_labels));
  33 fprintf('  krr: %f\n', l);
  34 
  35 function l = loss01(y1, y2)
  36 l = sum(y1 ~= y2)/length(y1);