Package | Description |
---|---|
moa.streams | |
moa.streams.clustering | |
moa.streams.filters | |
moa.streams.generators | |
moa.streams.generators.cd | |
moa.streams.generators.multilabel |
Modifier and Type | Interface and Description |
---|---|
interface |
InstanceStream
Interface representing a data stream of instances.
|
interface |
MultiTargetInstanceStream
Interface representing a data stream of instances.
|
Modifier and Type | Class and Description |
---|---|
class |
ArffFileStream
Stream reader of ARFF files.
|
class |
BootstrappedStream
Bootstrapped Stream
|
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 |
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 them
|
class |
RecurrentConceptDriftStream
Stream generator that adds recurrent concept drifts to examples in a stream.
|
Modifier and Type | Field and Description |
---|---|
protected ExampleStream |
PartitioningStream.baseStream |
protected ExampleStream |
ConceptDriftStream.driftStream |
protected ExampleStream |
FilteredStream.filterChain |
protected ExampleStream |
MultiLabelFilteredStream.filterChain |
protected ExampleStream |
MultiFilteredStream.filterChain |
protected ExampleStream |
ConceptDriftStream.inputStream |
protected ExampleStream |
ImbalancedStream.originalStream |
protected ExampleStream |
IrrelevantFeatureAppenderStream.originalStream
The original stream.
|
Modifier and Type | Class and Description |
---|---|
class |
ClusteringStream |
class |
FileStream |
class |
RandomRBFGeneratorEvents |
class |
SimpleCSVStream
Provides a simple input stream for csv files.
|
Modifier and Type | Interface and Description |
---|---|
interface |
MultiLabelStreamFilter |
interface |
StreamFilter
Interface representing a stream filter.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractMultiLabelStreamFilter
Abstract Stream Filter.
|
class |
AbstractStreamFilter
Abstract Stream Filter.
|
class |
AddNoiseFilter
Filter for adding random noise to examples in a stream.
|
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 |
Modifier and Type | Field and Description |
---|---|
protected ExampleStream |
AbstractStreamFilter.inputStream
The input stream to this filter.
|
protected ExampleStream<Example<Instance>> |
AbstractMultiLabelStreamFilter.inputStream
The input stream to this filter.
|
Modifier and Type | Method and Description |
---|---|
void |
AbstractStreamFilter.setInputStream(ExampleStream stream) |
void |
StreamFilter.setInputStream(ExampleStream stream)
Sets the input stream to the filter
|
void |
AbstractMultiLabelStreamFilter.setInputStream(ExampleStream<Example<Instance>> stream) |
void |
MultiLabelStreamFilter.setInputStream(ExampleStream<Example<Instance>> stream)
Sets the input stream to the filter
|
Modifier and Type | Class and 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.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ConceptDriftGenerator |
Modifier and Type | Class and Description |
---|---|
class |
AbruptChangeGenerator |
class |
AbstractConceptDriftGenerator |
class |
GradualChangeGenerator |
class |
NoChangeGenerator |
Modifier and Type | Class and Description |
---|---|
class |
MetaMultilabelGenerator
Stream generator for multilabel data.
|
class |
MultilabelArffFileStream
Stream reader for ARFF files of multilabel data.
|
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