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;