MATLAB File Help: prtClassKmsd/prtClassKmsd
prtClassKmsd/prtClassKmsd
  prtClassKmsd  Kernel matched subspace detector classifier
 
     CLASSIFIER = prtClassKmsd returns a Kmsd classifier
 
     CLASSIFIER = prtClassKmsd(PROPERTY1, VALUE1, ...) constructs a
     prtClassKmsd object CLASSIFIER with properties as specified by
     PROPERTY/VALUE pairs.
 
     A prtClassKmsd object inherits all properties from the abstract class
     prtClass. In addition is has the following properties:
 
     sigma  - Inverse kernel width for Gaussian radial basis function
  
     For more information on Kmsd classifiers, refer to the
     following URL:
   
     http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1561179
 
     A prtClassKmsd 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 = prtClassKmsd;              % Create a classifier
      classifier = classifier.train(TrainingDataSet);    % Train
      classified = run(classifier, TestDataSet);         % Test
      classifier.plot;
See also