meka.classifiers.multilabel

Class HASEL

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.ProblemTransformationMethod

meka.classifiers.multilabel.LC

meka.classifiers.multilabel.PS

meka.classifiers.multilabel.RAkELd

meka.classifiers.multilabel.HASEL

All Implemented Interfaces:

Serializable, Cloneable, MultiLabelClassifier, MultiLabelDrawable, weka.classifiers.Classifier, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.Randomizable, weka.core.RevisionHandler, weka.core.TechnicalInformationHandler

public class HASEL
extends RAkELd

HASEL - Partitions labels into subsets based on the dataset defined hierarchy. Note: assuming that a . (fullstop/period) in the attribute names defines hierarchical branches, e.g., Europe.Spain.

Version:

June 2014

Author:

Jesse Read

See Also:

Serialized Form

Field Summary

Fields inherited from class meka.classifiers.multilabel.RAkELd

kMap, m_Classifiers, m_InstancesTemplates

Fields inherited from class meka.classifiers.multilabel.PS

m_N, m_P, m_S

Fields inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

m_InstancesTemplate

Fields inherited from class weka.classifiers.SingleClassifierEnhancer

m_Classifier

Fields inherited from class weka.classifiers.AbstractClassifier

BATCH_SIZE_DEFAULT, m_BatchSize, m_Debug, m_DoNotCheckCapabilities, m_numDecimalPlaces, NUM_DECIMAL_PLACES_DEFAULT

Fields inherited from interface meka.core.MultiLabelDrawable

BayesNet, Newick, NOT_DRAWABLE, TREE

Constructor Summary

Constructors

Constructor and Description
HASEL()

Method Summary

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances D)
String	getRevision()
String	globalInfo() Description to display in the GUI.
static void	main(String[] args)

Methods inherited from class meka.classifiers.multilabel.RAkELd

distributionForInstance, getK, getOptions, getTechnicalInformation, kTipText, listOptions, setK, setOptions, toString

Methods inherited from class meka.classifiers.multilabel.PS

getN, getP, getSeed, nTipText, pTipText, seedTipText, setN, setP, setSeed

Methods inherited from class meka.classifiers.multilabel.LC

graph, graphType

Methods inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

defaultClassifierString, evaluation, getCapabilities, getModel, getTemplate, makeCopies, runClassifier, testCapabilities

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierOptions, getClassifier, getClassifierSpec, postExecution, preExecution, setClassifier

Methods inherited from class weka.classifiers.AbstractClassifier

batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

Methods inherited from class java.lang.Object

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

Methods inherited from interface meka.classifiers.multilabel.MultiLabelClassifier

debugTipText, getDebug, setDebug

Methods inherited from interface weka.classifiers.Classifier

classifyInstance

Constructor Detail

HASEL

public HASEL()

Method Detail

globalInfo

public String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class RAkELd

Returns:

the description

buildClassifier

public void buildClassifier(weka.core.Instances D)
                     throws Exception

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class RAkELd

Throws:

Exception

getRevision

public String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class RAkELd

main

public static void main(String[] args)