Package moa.classifiers.rules.multilabel
Class AMRulesMultiTargetRegressorSemiSuper
- java.lang.Object
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- moa.AbstractMOAObject
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- moa.options.AbstractOptionHandler
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- moa.classifiers.AbstractClassifier
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- moa.classifiers.AbstractMultiLabelLearner
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- moa.classifiers.rules.multilabel.AMRulesMultiLabelLearnerSemiSuper
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- moa.classifiers.rules.multilabel.AMRulesMultiTargetRegressorSemiSuper
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- All Implemented Interfaces:
Configurable
,Serializable
,CapabilitiesHandler
,Classifier
,MultiLabelLearner
,MultiTargetLearnerSemiSupervised
,AWTRenderable
,Learner<Example<Instance>>
,MOAObject
,OptionHandler
public class AMRulesMultiTargetRegressorSemiSuper extends AMRulesMultiLabelLearnerSemiSuper implements MultiTargetLearnerSemiSupervised
- See Also:
- Serialized Form
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Field Summary
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Fields inherited from class moa.classifiers.rules.multilabel.AMRulesMultiLabelLearnerSemiSuper
anomalyDetector, anomalyDetector2, attributesPercentage, changeDetector, defaultRule, dropOldRuleAfterExpansionOption, errorMeasurerOption, featureRankingOption, gracePeriodOption, hasModel, inputSelectorOption, learnerOption, nominalObserverOption, numberTotalExamples, numericObserverOption, observer, outputSelectorOption, prediction, randomSeedOption, ruleNumberID, ruleSet, scoreThreshold, slidingWindowSize, slidingWindowStep, splitConfidenceOption, splitCriterionOption, statistics, tieThresholdOption, unorderedRulesOption, VerbosityOption, weightedVoteOption
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Fields inherited from class moa.classifiers.AbstractClassifier
classifierRandom, modelContext, randomSeed, trainingWeightSeenByModel
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Fields inherited from class moa.options.AbstractOptionHandler
config
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Constructor Summary
Constructors Constructor Description AMRulesMultiTargetRegressorSemiSuper()
AMRulesMultiTargetRegressorSemiSuper(double attributesPercentage)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description String
getPurposeString()
Dictionary with option texts and objectsprotected MultiLabelRule
newDefaultRule()
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Methods inherited from class moa.classifiers.rules.multilabel.AMRulesMultiLabelLearnerSemiSuper
debug, defaultRuleErrors, getAttributesPercentage, getAverageInputs, getAverageOutputs, getModelDescription, getModelMeasurementsImpl, getPredictionForInstance, getTrainingPrediction, getVotes, isRandomizable, newErrorWeightedVote, PrintRuleSet, resetLearningImpl, setAttributesPercentage, setObserver, setRandomSeed, setRuleOptions, trainOnInstanceImpl, VerboseToConsole
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Methods inherited from class moa.classifiers.AbstractMultiLabelLearner
getPredictionForInstance, getPredictionForInstance, getVotesForInstance, trainOnInstanceImpl
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Methods inherited from class moa.classifiers.AbstractClassifier
contextIsCompatible, copy, correctlyClassifies, defineImmutableCapabilities, getAttributeNameString, getAWTRenderer, getClassLabelString, getClassNameString, getDescription, getModel, getModelContext, getModelMeasurements, getNominalValueString, getSubClassifiers, getSublearners, getVotesForInstance, modelAttIndexToInstanceAttIndex, modelAttIndexToInstanceAttIndex, prepareForUseImpl, resetLearning, setModelContext, trainingHasStarted, trainingWeightSeenByModel, trainOnInstance, trainOnInstance
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Methods inherited from class moa.options.AbstractOptionHandler
getCLICreationString, getOptions, getPreparedClassOption, prepareClassOptions, prepareForUse, prepareForUse
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Methods inherited from class moa.AbstractMOAObject
copy, measureByteSize, measureByteSize, toString
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface moa.gui.AWTRenderable
getAWTRenderer
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Methods inherited from interface moa.capabilities.CapabilitiesHandler
getCapabilities
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Methods inherited from interface moa.classifiers.Classifier
copy, correctlyClassifies, getPredictionForInstance, getSubClassifiers, getVotesForInstance, trainOnInstance
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Methods inherited from interface moa.learners.Learner
getModel, getModelContext, getModelMeasurements, getPredictionForInstance, getSublearners, getVotesForInstance, isRandomizable, resetLearning, setModelContext, setRandomSeed, trainingHasStarted, trainingWeightSeenByModel, trainOnInstance
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Methods inherited from interface moa.MOAObject
getDescription, measureByteSize
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Methods inherited from interface moa.classifiers.MultiTargetLearnerSemiSupervised
getPredictionForInstance, getTrainingPrediction, trainOnInstanceImpl
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Methods inherited from interface moa.options.OptionHandler
getCLICreationString, getOptions, prepareForUse, prepareForUse
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Method Detail
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getPurposeString
public String getPurposeString()
Description copied from class:AbstractOptionHandler
Dictionary with option texts and objects- Specified by:
getPurposeString
in interfaceOptionHandler
- Overrides:
getPurposeString
in classAbstractClassifier
- Returns:
- the string with the purpose of this object
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newDefaultRule
protected MultiLabelRule newDefaultRule()
- Specified by:
newDefaultRule
in classAMRulesMultiLabelLearnerSemiSuper
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