Constructor Detail

• IteratedSingleClassifierEnhancer

  public IteratedSingleClassifierEnhancer()

Method Detail

• buildClassifier

  public void buildClassifier​(Instances data)
                       throws java.lang.Exception

  Stump method for building the classifiers.

  Specified by:

  buildClassifier in class Classifier

  Parameters:

  data - the training data to be used for generating the bagged classifier.

  Throws:

  java.lang.Exception - if the classifier could not be built successfully

• listOptions

  public java.util.Enumeration listOptions()

  Returns an enumeration describing the available options.

  Specified by:

  listOptions in interface OptionHandler

  Overrides:

  listOptions in class SingleClassifierEnhancer

  Returns:

  an enumeration of all the available options.

• setOptions

  public void setOptions​(java.lang.String[] options)
                  throws java.lang.Exception

  Parses a given list of options. Valid options are:

  -W classname
  Specify the full class name of the base learner.

  -I num
  Set the number of iterations (default 10).

  Options after -- are passed to the designated classifier.

  Specified by:

  setOptions in interface OptionHandler

  Overrides:

  setOptions in class SingleClassifierEnhancer

  Parameters:

  options - the list of options as an array of strings

  Throws:

  java.lang.Exception - if an option is not supported

• getOptions

  public java.lang.String[] getOptions()

  Gets the current settings of the classifier.

  Specified by:

  getOptions in interface OptionHandler

  Overrides:

  getOptions in class SingleClassifierEnhancer

  Returns:

  an array of strings suitable for passing to setOptions

• numIterationsTipText

  public java.lang.String numIterationsTipText()

  Returns the tip text for this property

  Returns:

  tip text for this property suitable for displaying in the explorer/experimenter gui

• setNumIterations

  public void setNumIterations​(int numIterations)

  Sets the number of bagging iterations

• getNumIterations

  public int getNumIterations()

  Gets the number of bagging iterations

  Returns:

  the maximum number of bagging iterations