Uses of Interface
moa.streams.InstanceStream

Packages that use InstanceStream

Package	Description
moa.streams
moa.streams.clustering
moa.streams.filters
moa.streams.generators
moa.streams.generators.cd
moa.streams.generators.multilabel
moa.tasks
weka.datagenerators.classifiers.classification

Uses of InstanceStream in moa.streams

Classes in moa.streams that implement InstanceStream

Modifier and Type	Class and Description
class	ArffFileStream Stream reader of ARFF files.
class	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	FilteredStream Class for representing a stream that is filtered.
class	MultiFilteredStream Class for representing a stream that is filtered.

Fields in moa.streams declared as InstanceStream

Modifier and Type	Field and Description
protected InstanceStream	ConceptDriftStream.driftStream
protected InstanceStream	ConceptDriftRealStream.driftStream
protected InstanceStream	MultiFilteredStream.filterChain
protected InstanceStream	FilteredStream.filterChain
protected InstanceStream	ConceptDriftStream.inputStream
protected InstanceStream	ConceptDriftRealStream.inputStream

Uses of InstanceStream in moa.streams.clustering

Classes in moa.streams.clustering that implement InstanceStream

Modifier and Type	Class and Description
class	ClusteringStream
class	FileStream
class	RandomRBFGeneratorEvents

Uses of InstanceStream in moa.streams.filters

Subinterfaces of InstanceStream in moa.streams.filters

Modifier and Type	Interface and Description
interface	StreamFilter Interface representing a stream filter.

Classes in moa.streams.filters that implement InstanceStream

Modifier and Type	Class and Description
class	AbstractStreamFilter Abstract Stream Filter.
class	AddNoiseFilter Filter for adding random noise to examples in a stream.
class	CacheFilter Filter for representing a stream that is cached in memory.
class	ReplacingMissingValuesFilter Replaces the missing values with another value according to the selected strategy.

Fields in moa.streams.filters declared as InstanceStream

Modifier and Type	Field and Description
protected InstanceStream	AbstractStreamFilter.inputStream The input stream to this filter.

Methods in moa.streams.filters with parameters of type InstanceStream

Modifier and Type	Method and Description
void	StreamFilter.setInputStream(InstanceStream stream) Sets the input stream to the filter
void	AbstractStreamFilter.setInputStream(InstanceStream stream)

Uses of InstanceStream in moa.streams.generators

Classes in moa.streams.generators that implement InstanceStream

Modifier and Type	Class and Description
class	AgrawalGenerator Stream generator for Agrawal dataset.
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	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	STAGGERGenerator Stream generator for STAGGER Concept functions.
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 and Description
interface	ConceptDriftGenerator

Classes in moa.streams.generators.cd that implement InstanceStream

Modifier and Type	Class and Description
class	AbruptChangeGenerator
class	AbstractConceptDriftGenerator
class	GradualChangeGenerator
class	NoChangeGenerator

Uses of InstanceStream in moa.streams.generators.multilabel

Classes in moa.streams.generators.multilabel that implement InstanceStream

Modifier and Type	Class and 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 and Description
protected InstanceStream	MetaMultilabelGenerator.m_BinaryGenerator

Uses of InstanceStream in moa.tasks

Constructors in moa.tasks with parameters of type InstanceStream

Constructor and Description
EvaluateModel(Classifier model, InstanceStream stream, ClassificationPerformanceEvaluator evaluator, int maxInstances)
EvaluateModelRegression(Classifier model, InstanceStream stream, ClassificationPerformanceEvaluator evaluator, int maxInstances)
LearnModel(Classifier learner, InstanceStream stream, int maxInstances, int numPasses)
LearnModelRegression(Classifier learner, InstanceStream stream, int maxInstances, int numPasses)

Uses of InstanceStream in weka.datagenerators.classifiers.classification

Fields in weka.datagenerators.classifiers.classification declared as InstanceStream

Modifier and Type	Field and Description
protected InstanceStream	MOA.m_ActualGenerator the actual data generator.