rdr.mulan
Class TransformationBasedMultiLabelClassifier

java.lang.Object
  rdr.mulan.MultiLabelClassifierBase
      rdr.mulan.TransformationBasedMultiLabelClassifier

All Implemented Interfaces:

java.io.Serializable, MultiLabelClassifier, weka.core.TechnicalInformationHandler

Direct Known Subclasses:

BinaryRelevanceClassifier, FlattenTrueLabelsClassifier, IncludeLabelsClassifier

public abstract class TransformationBasedMultiLabelClassifier
extends MultiLabelClassifierBase

Base class for multi-label classifiers, which use problem transformation to handle multi-label data.

Version:

$Revision: 0.02 $

Author:

Robert Friberg, Jozef Vilcek

See Also:

Serialized Form

Constructor Summary

TransformationBasedMultiLabelClassifier(weka.classifiers.Classifier baseClassifier, int numLabels)
Creates a new instance.

TransformationBasedMultiLabelClassifier(int numLabels)
Creates a new instance

Method Summary

weka.classifiers.Classifier	getBaseClassifier() Returns the Classifier which is used internally by this classifier.
weka.core.TechnicalInformation	getTechnicalInformation()

Methods inherited from class rdr.mulan.MultiLabelClassifierBase

buildClassifier, getDebug, getNumLabels, makeCopy, predict, setDebug

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TransformationBasedMultiLabelClassifier

public TransformationBasedMultiLabelClassifier(int numLabels)

Creates a new instance

Parameters:

numLabels - the number of labels for the classifier.

TransformationBasedMultiLabelClassifier

public TransformationBasedMultiLabelClassifier(weka.classifiers.Classifier baseClassifier,
                                               int numLabels)

Creates a new instance.

Parameters:

baseClassifier - the base classifier which will be used internally to classify the data.

numLabels - the number of labels for the classifier.

Method Detail

getBaseClassifier

public weka.classifiers.Classifier getBaseClassifier()

Returns the Classifier which is used internally by this classifier.

Returns:

getTechnicalInformation

public weka.core.TechnicalInformation getTechnicalInformation()

Description copied from class: MultiLabelClassifierBase

Specified by:

getTechnicalInformation in interface weka.core.TechnicalInformationHandler

Specified by:

getTechnicalInformation in class MultiLabelClassifierBase