MATLAB File Help: prtClassGlrt/prtClassGlrt
prtClassGlrt/prtClassGlrt
  prtClassGlrt  Generalized likelihood ratio test classifier
 
     CLASSIFIER = prtClassGlrt returns a Glrt classifier
 
     CLASSIFIER = prtClassGlrt(PROPERTY1, VALUE1, ...) constructs a
     prtClassGlrt object CLASSIFIER with properties as specified by
     PROPERTY/VALUE pairs.
 
     A prtClassGlrt object inherits all properties from the abstract class
     prtClass. In addition is has the following properties:
 
     rvH0 - A prtRvMvn object representing hypothesis 0
     rvH1 - A prtRvMvn object representing hypothesis 1
 
     A prtClassGlrt object inherits the TRAIN, RUN, CROSSVALIDATE and
     KFOLDS methods from prtAction. It also inherits the PLOT method
     from prtClass.
 
     Example:
 
      testDataSet = prtDataGenUniModal;       % Create some test and
      trainingDataSet = prtDataGenUniModal;   % training data
      classifier = prtClassGlrt;              % Create a classifier
      classifier = classifier.train(trainingDataSet);    % Train
      classifier.plot;
      classified = classifier.run(testDataSet);
      subplot(2,1,1);
      classifier.plot;
      subplot(2,1,2);
      [pf,pd] = prtScoreRoc(classified,testDataSet);
      h = plot(pf,pd,'linewidth',3);
      title('ROC'); xlabel('Pf'); ylabel('Pd');
See also