rdr.mulan
Class FlattenTrueLabelsClassifier

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

All Implemented Interfaces:

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

public class FlattenTrueLabelsClassifier
extends TransformationBasedMultiLabelClassifier
implements MultiLabelClassifier

See Also:

Serialized Form

Field Summary

static java.lang.String

versionId

Constructor Summary

FlattenTrueLabelsClassifier(weka.classifiers.Classifier classifier, int numLabels)

FlattenTrueLabelsClassifier(int numLabels)
Creates an instance of FlattenTrueLabelsClassifier.

Method Summary

void	buildClassifier(weka.core.Instances instances) Builds the classifier.
java.lang.String	getRevision()

Methods inherited from class rdr.mulan.TransformationBasedMultiLabelClassifier

getBaseClassifier, getTechnicalInformation

Methods inherited from class rdr.mulan.MultiLabelClassifierBase

getDebug, getNumLabels, makeCopy, predict, setDebug

Methods inherited from class java.lang.Object

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

Methods inherited from interface rdr.mulan.MultiLabelClassifier

getNumLabels, predict

Field Detail

versionId

public static final java.lang.String versionId

See Also:

Constant Field Values

Constructor Detail

FlattenTrueLabelsClassifier

public FlattenTrueLabelsClassifier(weka.classifiers.Classifier classifier,
                                   int numLabels)

FlattenTrueLabelsClassifier

public FlattenTrueLabelsClassifier(int numLabels)

Creates an instance of FlattenTrueLabelsClassifier. The default base classifier used is NaiveBayes.

Parameters:

numLabels -

Method Detail

buildClassifier

public void buildClassifier(weka.core.Instances instances)
                     throws java.lang.Exception

Description copied from class: MultiLabelClassifierBase

Builds the classifier.

Specified by:

buildClassifier in interface MultiLabelClassifier

Specified by:

buildClassifier in class MultiLabelClassifierBase

Parameters:

instances - set of training data, upon which the classifier should be build

Throws:

java.lang.Exception - if classifier was not created successfully

getRevision

public java.lang.String getRevision()