Package weka.classifiers

Class MultipleClassifiersCombiner

java.lang.Object
weka.classifiers.Classifier
weka.classifiers.MultipleClassifiersCombiner
All Implemented Interfaces:
Serializable, Cloneable, CapabilitiesHandler, OptionHandler, RevisionHandler
Direct Known Subclasses:
RandomizableMultipleClassifiersCombiner
public abstract class MultipleClassifiersCombiner extends Classifier
Abstract utility class for handling settings common to meta classifiers that build an ensemble from multiple classifiers.
Version:
$Revision: 5905 $
Author:
Eibe Frank (eibe@cs.waikato.ac.nz)
See Also:

  • Constructor Details

    • MultipleClassifiersCombiner

      public MultipleClassifiersCombiner()

  • 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:

      -B classifierstring
      Classifierstring should contain the full class name of a scheme included for selection followed by options to the classifier (required, option should be used once for each 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

    • classifiersTipText

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

    • setClassifiers

      public void setClassifiers(Classifier[] classifiers)
      Sets the list of possible classifers to choose from.
      Parameters:
      classifiers - an array of classifiers with all options set.

    • getClassifiers

      public Classifier[] getClassifiers()
      Gets the list of possible classifers to choose from.
      Returns:
      the array of Classifiers

    • getClassifier

      public Classifier getClassifier(int index)
      Gets a single classifier from the set of available classifiers.
      Parameters:
      index - the index of the classifier wanted
      Returns:
      the Classifier

    • getCapabilities

      public Capabilities getCapabilities()
      Returns combined capabilities of the base classifiers, i.e., the capabilities all of them have in common.
      Specified by:
      getCapabilities in interface CapabilitiesHandler
      Overrides:
      getCapabilities in class Classifier
      Returns:
      the capabilities of the base classifiers
      See Also: