SPIDER The Spider Objects

corrected resampled t-test object - significance test of results


    A=corrt_test(D,ntrain,ntest,ntrials,alpha,[L]) calculates the statistical significance of the mean
    loss being equal to competitors for groups of results (data objects)
    D, with loss function/type L.  
  
    NOTE: Assumes you have the Matlab stats package, uses tinv.
  
    Examples:
      d=gen(toy);
      corrt_test(train(cv({svm knn}),d),40,10,0.05)     or is equivalent to below  
      train(corrt_test(cv({svm knn}),40,10,0.05),d)     or is equivalent to below  
      corrt=corrt_test; corrt.ntrain=40; corrt.ntest=10; corrt.alpha=0.05;
      train(chain({ group(cv({svm knn}),'all') corrt  }),d)