Package weka.classifiers

Class SingleClassifierEnhancer

java.lang.Object
weka.classifiers.Classifier
weka.classifiers.SingleClassifierEnhancer
All Implemented Interfaces:
Serializable, Cloneable, CapabilitiesHandler, OptionHandler, RevisionHandler
Direct Known Subclasses:
AttributeSelectedClassifier, ClassificationViaRegression, FilteredClassifier, IteratedSingleClassifierEnhancer, LWL, MIBoost, MIWrapper, OrdinalClassClassifier, RandomizableSingleClassifierEnhancer, RegressionByDiscretization, SimpleMI
public abstract class SingleClassifierEnhancer extends Classifier
Abstract utility class for handling settings common to meta classifiers that use a single base learner.
Version:
$Revision: 5536 $
Author:
Eibe Frank (eibe@cs.waikato.ac.nz)
See Also:

  • Constructor Details

    • SingleClassifierEnhancer

      public SingleClassifierEnhancer()

  • Method Details

    • listOptions

      public Enumeration listOptions()
      Returns an enumeration describing the available options.
      Specified by:
      listOptions in interface OptionHandler
      Overrides:
      listOptions in class Classifier
      Returns:
      an enumeration of all the available options.

    • setOptions

      public void setOptions(String[] options) throws Exception
      Parses a given list of options. Valid options are:

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

      Options after -- are passed to the designated classifier.

      Specified by:
      setOptions in interface OptionHandler
      Overrides:
      setOptions in class Classifier
      Parameters:
      options - the list of options as an array of strings
      Throws:
      Exception - if an option is not supported

    • getOptions

      public String[] getOptions()
      Gets the current settings of the Classifier.
      Specified by:
      getOptions in interface OptionHandler
      Overrides:
      getOptions in class Classifier
      Returns:
      an array of strings suitable for passing to setOptions

    • classifierTipText

      public String classifierTipText()
      Returns the tip text for this property
      Returns:
      tip text for this property suitable for displaying in the explorer/experimenter gui

    • getCapabilities

      public Capabilities getCapabilities()
      Returns default capabilities of the base classifier.
      Specified by:
      getCapabilities in interface CapabilitiesHandler
      Overrides:
      getCapabilities in class Classifier
      Returns:
      the capabilities of the base classifier
      See Also:

    • setClassifier

      public void setClassifier(Classifier newClassifier)
      Set the base learner.
      Parameters:
      newClassifier - the classifier to use.

    • getClassifier

      public Classifier getClassifier()
      Get the classifier used as the base learner.
      Returns:
      the classifier used as the classifier