org.wso2.extension.siddhi.execution.ml.samoa.utils.classification

Class StreamingClassificationStream

java.lang.Object

org.apache.samoa.moa.AbstractMOAObject

org.apache.samoa.moa.options.AbstractOptionHandler

org.apache.samoa.streams.clustering.ClusteringStream

org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream

org.wso2.extension.siddhi.execution.ml.samoa.utils.classification.StreamingClassificationStream

All Implemented Interfaces:

com.github.javacliparser.Configurable, Serializable, org.apache.samoa.moa.MOAObject, org.apache.samoa.moa.options.OptionHandler, org.apache.samoa.streams.ExampleStream<org.apache.samoa.moa.core.Example<org.apache.samoa.instances.Instance>>, org.apache.samoa.streams.InstanceStream

public class StreamingClassificationStream
extends DataStream

Streaming Classification Stream

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
com.github.javacliparser.IntOption	numberOfAttributesOption
com.github.javacliparser.IntOption	numberOfClassesOption
com.github.javacliparser.IntOption	numberOfNominalsOption
com.github.javacliparser.StringOption	numberOfValuesPerNominalOption

Fields inherited from class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream

cepEvents, numberOfAttributes, numberOfGeneratedInstances, streamHeader, values

Fields inherited from class org.apache.samoa.streams.clustering.ClusteringStream

decayHorizonOption, decayThresholdOption, evaluationFrequencyOption, numAttsOption

Fields inherited from class org.apache.samoa.moa.options.AbstractOptionHandler

config

Constructor Summary

Constructors

Constructor and Description
StreamingClassificationStream()

Method Summary

Modifier and Type	Method and Description
protected void	generateHeader()
org.apache.samoa.moa.core.Example<org.apache.samoa.instances.Instance>	nextInstance()
protected void	prepareForUseImpl(org.apache.samoa.moa.tasks.TaskMonitor taskMonitor, org.apache.samoa.moa.core.ObjectRepository objectRepository)

Methods inherited from class org.wso2.extension.siddhi.execution.ml.samoa.utils.DataStream

estimatedRemainingInstances, getDescription, getHeader, hasMoreInstances, isRestartable, restart, setCepEvents

Methods inherited from class org.apache.samoa.streams.clustering.ClusteringStream

getDecayHorizon, getDecayThreshold, getEvaluationFrequency

Methods inherited from class org.apache.samoa.moa.options.AbstractOptionHandler

copy, getCLICreationString, getOptions, getPreparedClassOption, getPurposeString, prepareClassOptions, prepareForUse, prepareForUse

Methods inherited from class org.apache.samoa.moa.AbstractMOAObject

copy, measureByteSize, measureByteSize, toString

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.apache.samoa.moa.MOAObject

copy, measureByteSize

Field Detail

numberOfClassesOption

public com.github.javacliparser.IntOption numberOfClassesOption

numberOfAttributesOption

public com.github.javacliparser.IntOption numberOfAttributesOption

numberOfNominalsOption

public com.github.javacliparser.IntOption numberOfNominalsOption

numberOfValuesPerNominalOption

public com.github.javacliparser.StringOption numberOfValuesPerNominalOption

Constructor Detail

StreamingClassificationStream

public StreamingClassificationStream()

Method Detail

prepareForUseImpl

protected void prepareForUseImpl(org.apache.samoa.moa.tasks.TaskMonitor taskMonitor,
                                 org.apache.samoa.moa.core.ObjectRepository objectRepository)

Specified by:

prepareForUseImpl in class DataStream

generateHeader

protected void generateHeader()

Specified by:

generateHeader in class DataStream

nextInstance

public org.apache.samoa.moa.core.Example<org.apache.samoa.instances.Instance> nextInstance()

Specified by:

nextInstance in interface org.apache.samoa.streams.ExampleStream<org.apache.samoa.moa.core.Example<org.apache.samoa.instances.Instance>>

Specified by:

nextInstance in class DataStream