MATLAB File Help: prtFeatSelStatic
  prtFeatSelStatic  Static feature selection object.
   FEATSEL = prtFeatSelStatic creates a static feature selection
   FEATSEL = prtFeatSelStatic('selectedFeatures', FEATURES) creates a
   static feature selection object with the selectedFeatures parameter
   set to FEATURES.
   A static feature selction object selects the features specified by
   the selectedFeatures parameter.
    dataSet = prtDataGenIris;            % Load a data set with 4 features
    StaticFeatSel = prtFeatSelStatic; % Create a static feature
                                      % selection object.
    StaticFeatSel.selectedFeatures = [1 3];   % Choose the first and
                                              % third feature
    % Training is not necessary for a static feature selection object,
    % the following command has no effect.
    StaticFeatSel = StaticFeatSel.train(dataSet);  
    dataSetReduced =;   %Run the feature
Class Details
Superclasses prtFeatSel
Sealed false
Construct on load false
Constructor Summary
prtFeatSelStatic Static feature selection object. 
Property Summary
dataSet The training prtDataSet, only stored if verboseStorage is true.  
dataSetSummary Structure that summarizes prtDataSet. 
isCrossValidateValid False 
isSupervised True 
isTrained Indicates if prtAction object has been trained. 
name Static Feature Selection 
nameAbbreviation StaticFeatSel 
selectedFeatures The selected features 
userData User specified data 
verboseStorage Specifies whether or not to store the training prtDataset. 
Method Summary
  crossValidate Cross validate prtAction using prtDataSet and cross validation keys. 
  get get the object properties 
  kfolds Perform K-folds cross-validation of prtAction 
  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.