Uses of Interface
com.yahoo.labs.samoa.instances.MultiLabelInstance
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Uses of MultiLabelInstance in com.yahoo.labs.samoa.instances
Classes in com.yahoo.labs.samoa.instances that implement MultiLabelInstance Modifier and Type Class Description class
DenseInstance
The Class DenseInstance.class
FilteredSparseInstance
The Class FilteredSparseInstance.class
InstanceImpl
The Class InstanceImpl.class
SparseInstance
The Class SparseInstance. -
Uses of MultiLabelInstance in moa.classifiers
Methods in moa.classifiers with parameters of type MultiLabelInstance Modifier and Type Method Description abstract Prediction
AbstractMultiLabelLearner. getPredictionForInstance(MultiLabelInstance inst)
Prediction
MultiLabelLearner. getPredictionForInstance(MultiLabelInstance instance)
Prediction
MultiTargetLearnerSemiSupervised. getPredictionForInstance(MultiLabelInstance instance)
abstract void
AbstractMultiLabelLearner. trainOnInstanceImpl(MultiLabelInstance instance)
void
MultiLabelLearner. trainOnInstanceImpl(MultiLabelInstance instance)
void
MultiTargetLearnerSemiSupervised. trainOnInstanceImpl(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.classifiers.meta
Methods in moa.classifiers.meta with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
MLCviaMTR. getPredictionForInstance(MultiLabelInstance inst)
void
MLCviaMTR. trainOnInstanceImpl(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.classifiers.multilabel
Methods in moa.classifiers.multilabel with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
MajorityLabelset. getPredictionForInstance(MultiLabelInstance x)
Prediction
MEKAClassifier. getPredictionForInstance(MultiLabelInstance samoaInstance)
Prediction
MultilabelHoeffdingTree. getPredictionForInstance(MultiLabelInstance inst)
void
MajorityLabelset. trainOnInstanceImpl(MultiLabelInstance x)
void
MEKAClassifier. trainOnInstanceImpl(MultiLabelInstance samoaInstance)
void
MultilabelHoeffdingTree. trainOnInstanceImpl(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.classifiers.multilabel.meta
Methods in moa.classifiers.multilabel.meta with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
OzaBagAdwinML. getPredictionForInstance(MultiLabelInstance instance)
Prediction
OzaBagML. getPredictionForInstance(MultiLabelInstance instance)
void
OzaBagAdwinML. trainOnInstanceImpl(MultiLabelInstance instance)
void
OzaBagML. trainOnInstanceImpl(MultiLabelInstance inst)
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Uses of MultiLabelInstance in moa.classifiers.multilabel.trees
Methods in moa.classifiers.multilabel.trees with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
ISOUPTree. getPredictionForInstance(MultiLabelInstance inst)
void
ISOUPTree. trainOnInstanceImpl(MultiLabelInstance instance)
Method for updating (training) the model using a new instance -
Uses of MultiLabelInstance in moa.classifiers.multitarget
Methods in moa.classifiers.multitarget with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
BasicMultiLabelLearner. getPredictionForInstance(MultiLabelInstance instance)
Prediction
BasicMultiTargetRegressor. getPredictionForInstance(MultiLabelInstance instance)
void
BasicMultiLabelLearner. trainOnInstanceImpl(MultiLabelInstance instance)
void
BasicMultiTargetRegressor. trainOnInstanceImpl(MultiLabelInstance instance)
protected Instance
BasicMultiLabelLearner. transformInstance(MultiLabelInstance inst, int outputIndex)
protected Instance
BasicMultiTargetRegressor. transformInstance(MultiLabelInstance inst, int outputIndex)
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Uses of MultiLabelInstance in moa.classifiers.multitarget.functions
Methods in moa.classifiers.multitarget.functions with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
MultiTargetNoChange. getPredictionForInstance(MultiLabelInstance inst)
void
MultiTargetNoChange. trainOnInstanceImpl(MultiLabelInstance inst)
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Uses of MultiLabelInstance in moa.classifiers.rules.core
Methods in moa.classifiers.rules.core with parameters of type MultiLabelInstance Modifier and Type Method Description boolean
NominalRulePredicate. evaluate(MultiLabelInstance instance)
boolean
NumericRulePredicate. evaluate(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.classifiers.rules.core.anomalydetection
Methods in moa.classifiers.rules.core.anomalydetection with parameters of type MultiLabelInstance Modifier and Type Method Description abstract boolean
AbstractAnomalyDetector. updateAndCheckAnomalyDetection(MultiLabelInstance instance)
boolean
AnomalinessRatioScore. updateAndCheckAnomalyDetection(MultiLabelInstance instance)
boolean
AnomalyDetector. updateAndCheckAnomalyDetection(MultiLabelInstance instance)
Adding an instance to the anomaly detectorboolean
NoAnomalyDetection. updateAndCheckAnomalyDetection(MultiLabelInstance instance)
boolean
OddsRatioScore. updateAndCheckAnomalyDetection(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.classifiers.rules.multilabel
Methods in moa.classifiers.rules.multilabel with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
AMRulesMultiLabelLearner. getPredictionForInstance(MultiLabelInstance inst)
Prediction
AMRulesMultiLabelLearnerSemiSuper. getPredictionForInstance(MultiLabelInstance inst)
ErrorWeightedVoteMultiLabel
AMRulesMultiLabelLearner. getVotes(MultiLabelInstance instance)
getVotes extension of the instance method getVotesForInstance in moa.classifier.java returns the prediction of the instance.ErrorWeightedVoteMultiLabel
AMRulesMultiLabelLearnerSemiSuper. getVotes(MultiLabelInstance instance)
getVotes extension of the instance method getVotesForInstance in moa.classifier.java returns the prediction of the instance.void
AMRulesMultiLabelLearner. trainOnInstanceImpl(MultiLabelInstance instance)
void
AMRulesMultiLabelLearnerSemiSuper. trainOnInstanceImpl(MultiLabelInstance instance)
protected void
AMRulesMultiLabelLearner. VerboseToConsole(MultiLabelInstance inst)
protected void
AMRulesMultiLabelLearnerSemiSuper. VerboseToConsole(MultiLabelInstance inst)
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Uses of MultiLabelInstance in moa.classifiers.rules.multilabel.core
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Uses of MultiLabelInstance in moa.classifiers.rules.multilabel.errormeasurers
Methods in moa.classifiers.rules.multilabel.errormeasurers with parameters of type MultiLabelInstance Modifier and Type Method Description abstract void
AbstractMultiLabelErrorMeasurer. addPrediction(Prediction prediction, MultiLabelInstance inst)
void
AbstractMultiTargetErrorMeasurer. addPrediction(Prediction prediction, MultiLabelInstance inst)
void
MultiLabelErrorMeasurer. addPrediction(Prediction prediction, MultiLabelInstance inst)
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Uses of MultiLabelInstance in moa.classifiers.rules.multilabel.functions
Methods in moa.classifiers.rules.multilabel.functions with parameters of type MultiLabelInstance Modifier and Type Method Description protected double[]
StackedPredictor. getNormalizedInput(MultiLabelInstance instance)
protected double[]
StackedPredictor. getNormalizedOutput(MultiLabelInstance instance)
Prediction
AdaptiveMultiTargetRegressor. getPredictionForInstance(MultiLabelInstance inst)
Prediction
DominantLabelsClassifier. getPredictionForInstance(MultiLabelInstance inst)
Prediction
StackedPredictor. getPredictionForInstance(MultiLabelInstance inst)
void
AdaptiveMultiTargetRegressor. trainOnInstanceImpl(MultiLabelInstance instance)
void
DominantLabelsClassifier. trainOnInstanceImpl(MultiLabelInstance instance)
void
StackedPredictor. trainOnInstanceImpl(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.classifiers.rules.multilabel.meta
Methods in moa.classifiers.rules.multilabel.meta with parameters of type MultiLabelInstance Modifier and Type Method Description Prediction
MultiLabelRandomAMRules. getPredictionForInstance(MultiLabelInstance inst)
void
MultiLabelRandomAMRules. trainOnInstanceImpl(MultiLabelInstance instance)
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Uses of MultiLabelInstance in moa.core
Classes in moa.core that implement MultiLabelInstance Modifier and Type Class Description class
MultilabelInstance
Multilabel instance. -
Uses of MultiLabelInstance in moa.evaluation
Classes in moa.evaluation that implement MultiLabelInstance Modifier and Type Class Description protected class
CMM_GTAnalysis.CMMPoint
Wrapper class for data points to store CMM relevant attributes -
Uses of MultiLabelInstance in moa.gui.visualization
Classes in moa.gui.visualization that implement MultiLabelInstance Modifier and Type Class Description class
DataPoint
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