Uses of Interface
moa.streams.InstanceStream
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Uses of InstanceStream in moa.streams
Subinterfaces of InstanceStream in moa.streams Modifier and Type Interface Description interface
MultiTargetInstanceStream
Interface representing a data stream of instances.Classes in moa.streams that implement InstanceStream Modifier and Type Class Description class
ArffFileStream
Stream reader of ARFF files.class
BootstrappedStream
Bootstrapped Streamclass
CachedInstancesStream
Stream generator for representing a stream that is cached in memory.class
ConceptDriftRealStream
Stream generator that adds concept drift to examples in a stream with different classes and attributes.class
ConceptDriftStream
Stream generator that adds concept drift to examples in a stream.class
ImbalancedStream
Imbalanced Stream.class
IrrelevantFeatureAppenderStream
IrrelevantFeatureAppender Stream.class
MultiLabelFilteredStream
Class for representing a stream that is filtered.class
MultiTargetArffFileStream
Stream reader of ARFF files.class
RecurrentConceptDriftStream
Stream generator that adds recurrent concept drifts to examples in a stream.Fields in moa.streams declared as InstanceStream Modifier and Type Field Description protected InstanceStream
ConceptDriftRealStream. driftStream
protected InstanceStream
ConceptDriftRealStream. inputStream
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Uses of InstanceStream in moa.streams.clustering
Classes in moa.streams.clustering that implement InstanceStream Modifier and Type Class Description class
ClusteringStream
class
FileStream
class
RandomRBFGeneratorEvents
class
SimpleCSVStream
Provides a simple input stream for csv files. -
Uses of InstanceStream in moa.streams.filters
Subinterfaces of InstanceStream in moa.streams.filters Modifier and Type Interface Description interface
MultiLabelStreamFilter
Classes in moa.streams.filters that implement InstanceStream Modifier and Type Class Description class
AbstractMultiLabelStreamFilter
Abstract Stream Filter.class
SelectAttributesFilter
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Uses of InstanceStream in moa.streams.generators
Classes in moa.streams.generators that implement InstanceStream Modifier and Type Class Description class
AgrawalGenerator
Stream generator for Agrawal dataset.class
AssetNegotiationGenerator
class
HyperplaneGenerator
Stream generator for Hyperplane data stream.class
LEDGenerator
Stream generator for the problem of predicting the digit displayed on a 7-segment LED display.class
LEDGeneratorDrift
Stream generator for the problem of predicting the digit displayed on a 7-segment LED display with drift.class
MixedGenerator
Abrupt concept drift, boolean noise-free examples.class
RandomRBFGenerator
Stream generator for a random radial basis function stream.class
RandomRBFGeneratorDrift
Stream generator for a random radial basis function stream with drift.class
RandomTreeGenerator
Stream generator for a stream based on a randomly generated tree..class
SEAGenerator
Stream generator for SEA concepts functions.class
SineGenerator
1.SINE1.class
STAGGERGenerator
Stream generator for STAGGER Concept functions.class
TextGenerator
Text generator that simulates sentiment analysis on tweets.class
WaveformGenerator
Stream generator for the problem of predicting one of three waveform types.class
WaveformGeneratorDrift
Stream generator for the problem of predicting one of three waveform types with drift. -
Uses of InstanceStream in moa.streams.generators.cd
Subinterfaces of InstanceStream in moa.streams.generators.cd Modifier and Type Interface Description interface
ConceptDriftGenerator
Classes in moa.streams.generators.cd that implement InstanceStream Modifier and Type Class Description class
AbruptChangeGenerator
class
AbstractConceptDriftGenerator
class
GradualChangeGenerator
class
NoChangeGenerator
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Uses of InstanceStream in moa.streams.generators.multilabel
Classes in moa.streams.generators.multilabel that implement InstanceStream Modifier and Type Class Description class
MetaMultilabelGenerator
Stream generator for multilabel data.class
MultilabelArffFileStream
Stream reader for ARFF files of multilabel data.Fields in moa.streams.generators.multilabel declared as InstanceStream Modifier and Type Field Description protected InstanceStream
MetaMultilabelGenerator. m_BinaryGenerator
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Uses of InstanceStream in moa.tasks
Fields in moa.tasks declared as InstanceStream Modifier and Type Field Description protected InstanceStream
WriteMultipleStreamsToARFF. stream
Constructors in moa.tasks with parameters of type InstanceStream Constructor Description EvaluateModel(Classifier model, InstanceStream stream, LearningPerformanceEvaluator evaluator, int maxInstances)
EvaluateModelMultiLabel(Classifier model, InstanceStream stream, LearningPerformanceEvaluator evaluator, int maxInstances)
EvaluateModelMultiTarget(Classifier model, InstanceStream stream, LearningPerformanceEvaluator evaluator, int maxInstances)
EvaluateModelRegression(Classifier model, InstanceStream stream, LearningPerformanceEvaluator evaluator, int maxInstances)
LearnModel(Classifier learner, InstanceStream stream, int maxInstances, int numPasses)
LearnModelMultiLabel(Classifier learner, InstanceStream stream, int maxInstances, int numPasses)
LearnModelMultiTarget(Classifier learner, InstanceStream stream, int maxInstances, int numPasses)
LearnModelRegression(Classifier learner, InstanceStream stream, int maxInstances, int numPasses)
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Uses of InstanceStream in weka.datagenerators.classifiers.classification
Fields in weka.datagenerators.classifiers.classification declared as InstanceStream Modifier and Type Field Description protected InstanceStream
MOA. m_ActualGenerator
the actual data generator.
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