Uses of Interface
moa.core.Example
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Packages that use Example Package Description moa.classifiers moa.classifiers.multilabel moa.classifiers.multilabel.meta moa.core moa.evaluation moa.learners moa.streams moa.streams.filters moa.tasks -
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Uses of Example in moa.classifiers
Methods in moa.classifiers with parameters of type Example Modifier and Type Method Description Prediction
AbstractClassifier. getPredictionForInstance(Example<Instance> example)
Prediction
AbstractMultiLabelLearner. getPredictionForInstance(Example<Instance> example)
double[]
AbstractClassifier. getVotesForInstance(Example<Instance> example)
void
AbstractClassifier. trainOnInstance(Example<Instance> example)
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Uses of Example in moa.classifiers.multilabel
Methods in moa.classifiers.multilabel with parameters of type Example Modifier and Type Method Description Prediction
MultilabelHoeffdingTree. getPredictionForInstance(Example<Instance> example)
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Uses of Example in moa.classifiers.multilabel.meta
Methods in moa.classifiers.multilabel.meta with parameters of type Example Modifier and Type Method Description static Prediction
OzaBagML. compilePredictions(Classifier[] h, Example example)
Prediction
OzaBagAdwinML. getPredictionForInstance(Example<Instance> example)
Prediction
OzaBagML. getPredictionForInstance(Example<Instance> example)
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Uses of Example in moa.core
Classes in moa.core that implement Example Modifier and Type Class Description class
InstanceExample
Methods in moa.core that return Example Modifier and Type Method Description Example
Example. copy()
Example
InstanceExample. copy()
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Uses of Example in moa.evaluation
Classes in moa.evaluation with type parameters of type Example Modifier and Type Interface Description interface
LearningPerformanceEvaluator<E extends Example>
Interface implemented by learner evaluators to monitor the results of the learning process.Methods in moa.evaluation with parameters of type Example Modifier and Type Method Description void
BasicAUCImbalancedPerformanceEvaluator. addResult(Example<Instance> exampleInstance, double[] classVotes)
void
BasicAUCImbalancedPerformanceEvaluator. addResult(Example<Instance> arg0, Prediction arg1)
void
BasicClassificationPerformanceEvaluator. addResult(Example<Instance> example, double[] classVotes)
void
BasicClassificationPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
BasicConceptDriftPerformanceEvaluator. addResult(Example<Instance> example, double[] classVotes)
void
BasicConceptDriftPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
BasicMultiLabelPerformanceEvaluator. addResult(Example<Instance> example, double[] classVotes)
void
BasicMultiLabelPerformanceEvaluator. addResult(Example<Instance> example, Prediction y)
void
BasicMultiTargetPerformanceEvaluator. addResult(Example<Instance> example, double[] classVotes)
void
BasicMultiTargetPerformanceEvaluator. addResult(Example<Instance> example, Prediction prediction)
void
BasicMultiTargetPerformanceRelativeMeasuresEvaluator. addResult(Example<Instance> example, double[] classVotes)
void
BasicMultiTargetPerformanceRelativeMeasuresEvaluator. addResult(Example<Instance> example, Prediction prediction)
void
BasicRegressionPerformanceEvaluator. addResult(Example<Instance> example, double[] prediction)
void
BasicRegressionPerformanceEvaluator. addResult(Example<Instance> example, Prediction prediction)
void
MultiTargetWindowRegressionPerformanceEvaluator. addResult(Example<Instance> example, double[] prediction)
void
MultiTargetWindowRegressionPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator. addResult(Example<Instance> example, double[] prediction)
void
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
WindowAUCImbalancedPerformanceEvaluator. addResult(Example<Instance> exampleInstance, double[] classVotes)
void
WindowAUCImbalancedPerformanceEvaluator. addResult(Example<Instance> arg0, Prediction arg1)
void
WindowRegressionPerformanceEvaluator. addResult(Example<Instance> example, double[] prediction)
void
WindowRegressionPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
ALClassificationPerformanceEvaluator. doLabelAcqReport(Example<Instance> trainInst, int labelAcquired)
Reports if a label of an instance was acquired.void
ALWindowClassificationPerformanceEvaluator. doLabelAcqReport(Example<Instance> trainInst, int labelAcquired)
Receives the information if a label has been acquired and increases counters. -
Uses of Example in moa.learners
Classes in moa.learners with type parameters of type Example Modifier and Type Interface Description interface
Learner<E extends Example>
Learner interface for incremental learning models.interface
LearnerSemiSupervised<E extends Example>
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Uses of Example in moa.streams
Classes in moa.streams with type parameters of type Example Modifier and Type Interface Description interface
ExampleStream<E extends Example>
Interface representing a data stream of examples.Fields in moa.streams declared as Example Modifier and Type Field Description protected Example<Instance>
BootstrappedStream. queuedInstance
Methods in moa.streams that return Example Modifier and Type Method Description Example<Instance>
BootstrappedStream. nextInstance()
Example
ConceptDriftStream. nextInstance()
Example
FilteredStream. nextInstance()
Example<Instance>
ImbalancedStream. nextInstance()
Example<Instance>
IrrelevantFeatureAppenderStream. nextInstance()
Example
MultiFilteredStream. nextInstance()
Example
MultiLabelFilteredStream. nextInstance()
Example<Instance>
PartitioningStream. nextInstance()
Example
RecurrentConceptDriftStream. nextInstance()
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Uses of Example in moa.streams.filters
Fields in moa.streams.filters with type parameters of type Example Modifier and Type Field Description protected ExampleStream<Example<Instance>>
AbstractMultiLabelStreamFilter. inputStream
The input stream to this filter.Method parameters in moa.streams.filters with type arguments of type Example Modifier and Type Method Description void
AbstractMultiLabelStreamFilter. setInputStream(ExampleStream<Example<Instance>> stream)
void
MultiLabelStreamFilter. setInputStream(ExampleStream<Example<Instance>> stream)
Sets the input stream to the filter -
Uses of Example in moa.tasks
Fields in moa.tasks with type parameters of type Example Modifier and Type Field Description protected LinkedList<Example>
EvaluatePrequentialDelayed. trainInstances
protected LinkedList<LinkedList<Example>>
EvaluatePrequentialDelayedCV. trainInstances
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