MATLAB File Help: prtKernelSet
  prtKernelSet  A set of prtKernel Object
    KC = prtKernelSet(KERNOBJ) creates a prtKernelSet object consisting
    of one prtKenrel KERNOBJ.
    KC = KERNOBJ1 & KERNOBJ2 creates a prtKernelSet object consisting of
    the prtKernel objects KERNOBJ1, and KERNOBJ2. Additional prtKernel
    object can be included by appending more objects using the AND(&)
    When the TRAIN method is called on a prtKernetSet object, the
    train method of all member prtKernel objects is invoked. 
    When the RUN method is called on a prtKernelSet object is called,
    the RUN method of all member prtKernel objects is invoked, and the
    output is the concatenation of the results.
    % Example:
    ds = prtDataGenBimodal;       % Generate a dataset
    k1 = prtKernelRbf;            % Create a prtKernel object with 
                                  % default value of sigma 
    k2 = prtKernelRbf('sigma',2); % Create a prtKernel object with
                                  % specified value of sigma
    kSet = k1&k2;                 % Create a prtKernel object using the
                                  % AND operator 
    kSet =  kSet.train(ds);       % Train
    g =;             % Evaluate
    imagesc(g.getObservations);   %Plot the results
See also
Class Details
Superclasses prtKernel
Sealed false
Construct on load false
Constructor Summary
prtKernelSet Obj = prtKernelSet(varargin) 
Property Summary
dataSet The training prtDataSet, only stored if verboseStorage is true.  
dataSetSummary Structure that summarizes prtDataSet. 
isCrossValidateValid False 
isTrained Indicates if prtAction object has been trained. 
kernelCell The cell array of prtKenrel objects 
name Kernel Set 
nameAbbreviation KernelSet 
userData User specified data 
verboseStorage Specifies whether or not to store the training prtDataset. 
Method Summary
  and Combine 2 prtKernels into a prtKernelSet 
  get get the object properties 
  optimize Optimize action parameter by exhaustive function maximization. 
  run Run a prtAction object on a prtDataSet object. 
  set set the object properties 
  train Train a prtAction object using training a prtDataSet object.