mulan.classifier.meta
Class MultiLabelMetaLearner

java.lang.Object
  mulan.classifier.MultiLabelLearnerBase
      mulan.classifier.meta.MultiLabelMetaLearner

All Implemented Interfaces:

Serializable, MultiLabelLearner, TechnicalInformationHandler

Direct Known Subclasses:

ClusteringBased, EnsembleOfSubsetLearners, ExampleBasedFMeasureOptimizer, HMC, HMCNode, HOMER, Meta, MLPTO, OneThreshold, RAkEL, RAkELd, RCut, SCut, SubsetLearner

public abstract class MultiLabelMetaLearner
extends MultiLabelLearnerBase

Base class for multi-label learners, which use other multi-label learners

Version:

$Revision: 0.01 $

Author:

Grigorios Tsoumakas

See Also:

Serialized Form

Field Summary

protected MultiLabelLearner

baseLearner The encapsulated classifier or used for making clones in the case of ensemble classifiers.

Fields inherited from class mulan.classifier.MultiLabelLearnerBase

featureIndices, labelIndices, numLabels

Constructor Summary

MultiLabelMetaLearner(MultiLabelLearner baseLearner)
Creates a new instance.

Method Summary

MultiLabelLearner

getBaseLearner() Returns the MultiLabelLearner which is used internally by the learner.

Methods inherited from class mulan.classifier.MultiLabelLearnerBase

build, buildInternal, debug, getDebug, getTechnicalInformation, globalInfo, isModelInitialized, isUpdatable, makeCopy, makePrediction, makePredictionInternal, setDebug

Methods inherited from class java.lang.Object

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

Field Detail

baseLearner

protected final MultiLabelLearner baseLearner

The encapsulated classifier or used for making clones in the case of ensemble classifiers.

Constructor Detail

MultiLabelMetaLearner

public MultiLabelMetaLearner(MultiLabelLearner baseLearner)

Creates a new instance.

Parameters:

baseLearner - the base multi-label learner which will be used internally to handle the data.

Method Detail

getBaseLearner

public MultiLabelLearner getBaseLearner()

Returns the MultiLabelLearner which is used internally by the learner.

Returns:

the baseLearner