Package moa.classifiers
Interface MultiLabelLearner
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- All Superinterfaces:
AWTRenderable
,Classifier
,Configurable
,Learner<Example<Instance>>
,MOAObject
,OptionHandler
,Serializable
- All Known Subinterfaces:
MultiLabelClassifier
,MultiTargetLearnerSemiSupervised
,MultiTargetRegressor
- All Known Implementing Classes:
AbstractAMRulesFunctionBasicMlLearner
,AbstractMultiLabelLearner
,AdaptiveMultiTargetRegressor
,AMRulesMultiLabelClassifier
,AMRulesMultiLabelLearner
,AMRulesMultiLabelLearnerSemiSuper
,AMRulesMultiTargetRegressor
,AMRulesMultiTargetRegressorSemiSuper
,AMRulesRegressor
,BasicMultiLabelClassifier
,BasicMultiLabelLearner
,BasicMultiTargetRegressor
,DominantLabelsClassifier
,ISOUPTree
,ISOUPTreeRF
,MajorityLabelset
,MEKAClassifier
,MLCviaMTR
,MultilabelHoeffdingTree
,MultiLabelNaiveBayes
,MultiLabelPerceptronClassification
,MultiLabelRandomAMRules
,MultiTargetMeanRegressor
,MultiTargetNoChange
,MultiTargetPerceptronRegressor
,OzaBagAdwinML
,OzaBagML
,RandomAMRules
,StackedPredictor
public interface MultiLabelLearner extends Classifier
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description Prediction
getPredictionForInstance(MultiLabelInstance instance)
void
trainOnInstanceImpl(MultiLabelInstance instance)
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Methods inherited from interface moa.gui.AWTRenderable
getAWTRenderer
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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.options.OptionHandler
getCLICreationString, getOptions, getPurposeString, prepareForUse, prepareForUse
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Method Detail
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trainOnInstanceImpl
void trainOnInstanceImpl(MultiLabelInstance instance)
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getPredictionForInstance
Prediction getPredictionForInstance(MultiLabelInstance instance)
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