Uses of Interface
moa.streams.ExampleStream
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Packages that use ExampleStream Package Description moa.streams moa.streams.clustering moa.streams.filters moa.streams.generators moa.streams.generators.cd moa.streams.generators.multilabel -
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Uses of ExampleStream in moa.streams
Subinterfaces of ExampleStream in moa.streams Modifier and Type Interface Description interface
InstanceStream
Interface representing a data stream of instances.interface
MultiTargetInstanceStream
Interface representing a data stream of instances.Classes in moa.streams that implement ExampleStream 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
FilteredStream
Class for representing a stream that is filtered.class
ImbalancedStream
Imbalanced Stream.class
IrrelevantFeatureAppenderStream
IrrelevantFeatureAppender Stream.class
MultiFilteredStream
Class for representing a stream that is filtered.class
MultiLabelFilteredStream
Class for representing a stream that is filtered.class
MultiTargetArffFileStream
Stream reader of ARFF files.class
PartitioningStream
This stream partitions the base stream into n distinct streams and outputs one of themclass
RecurrentConceptDriftStream
Stream generator that adds recurrent concept drifts to examples in a stream.Fields in moa.streams declared as ExampleStream Modifier and Type Field Description protected ExampleStream
PartitioningStream. baseStream
protected ExampleStream
ConceptDriftStream. driftStream
protected ExampleStream
FilteredStream. filterChain
protected ExampleStream
MultiFilteredStream. filterChain
protected ExampleStream
MultiLabelFilteredStream. filterChain
protected ExampleStream
ConceptDriftStream. inputStream
protected ExampleStream
ImbalancedStream. originalStream
protected ExampleStream
IrrelevantFeatureAppenderStream. originalStream
The original stream. -
Uses of ExampleStream in moa.streams.clustering
Classes in moa.streams.clustering that implement ExampleStream Modifier and Type Class Description class
ClusteringStream
class
FileStream
class
RandomRBFGeneratorEvents
class
SimpleCSVStream
Provides a simple input stream for csv files. -
Uses of ExampleStream in moa.streams.filters
Subinterfaces of ExampleStream in moa.streams.filters Modifier and Type Interface Description interface
MultiLabelStreamFilter
interface
StreamFilter
Interface representing a stream filter.Classes in moa.streams.filters that implement ExampleStream Modifier and Type Class Description class
AbstractMultiLabelStreamFilter
Abstract Stream Filter.class
AbstractStreamFilter
Abstract Stream Filter.class
AddNoiseFilter
Filter for adding random noise to examples in a stream.class
HashingTrickFilter
Filter to perform feature hashing to reduce the number of attributes by applying a hash function to features.class
NormalisationFilter
Filter for standardising and normalising instances in a stream.class
RandomProjectionFilter
Filter to perform random projection to reduce the number of attributes.class
RBFFilter
class
ReLUFilter
class
RemoveDiscreteAttributeFilter
Filter for removing discrete attributes in instances of a stream.class
ReplacingMissingValuesFilter
Replaces the missing values with another value according to the selected strategy.class
SelectAttributesFilter
class
StandardisationFilter
This filter is to standardise instances in a stream.Fields in moa.streams.filters declared as ExampleStream Modifier and Type Field Description protected ExampleStream<Example<Instance>>
AbstractMultiLabelStreamFilter. inputStream
The input stream to this filter.protected ExampleStream
AbstractStreamFilter. inputStream
The input stream to this filter.Methods in moa.streams.filters with parameters of type ExampleStream Modifier and Type Method Description void
AbstractMultiLabelStreamFilter. setInputStream(ExampleStream<Example<Instance>> stream)
void
AbstractStreamFilter. setInputStream(ExampleStream stream)
void
MultiLabelStreamFilter. setInputStream(ExampleStream<Example<Instance>> stream)
Sets the input stream to the filtervoid
StreamFilter. setInputStream(ExampleStream stream)
Sets the input stream to the filter -
Uses of ExampleStream in moa.streams.generators
Classes in moa.streams.generators that implement ExampleStream 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 ExampleStream in moa.streams.generators.cd
Subinterfaces of ExampleStream in moa.streams.generators.cd Modifier and Type Interface Description interface
ConceptDriftGenerator
Classes in moa.streams.generators.cd that implement ExampleStream Modifier and Type Class Description class
AbruptChangeGenerator
class
AbstractConceptDriftGenerator
class
GradualChangeGenerator
class
NoChangeGenerator
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Uses of ExampleStream in moa.streams.generators.multilabel
Classes in moa.streams.generators.multilabel that implement ExampleStream Modifier and Type Class Description class
MetaMultilabelGenerator
Stream generator for multilabel data.class
MultilabelArffFileStream
Stream reader for ARFF files of multilabel data.
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