Package adams.flow.transformer.wekaensemblegenerator

Class AbstractWekaEnsembleGenerator

java.lang.Object

adams.core.logging.LoggingObject

adams.core.logging.CustomLoggingLevelObject

adams.core.option.AbstractOptionHandler

adams.flow.transformer.wekaensemblegenerator.AbstractWekaEnsembleGenerator

All Implemented Interfaces:

Destroyable, GlobalInfoSupporter, LoggingLevelHandler, LoggingSupporter, OptionHandler, SizeOfHandler, Serializable

Direct Known Subclasses:

MultiClassifiersCombinerModels, VotedModels

public abstract class AbstractWekaEnsembleGenerator
extends AbstractOptionHandler

Ancestor for schemes that generate ensembles.

Author:

FracPete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields inherited from class adams.core.option.AbstractOptionHandler

m_OptionManager

Fields inherited from class adams.core.logging.LoggingObject

m_Logger, m_LoggingIsEnabled, m_LoggingLevel

Constructor Summary

Constructors

Constructor	Description
AbstractWekaEnsembleGenerator()

Method Summary

Modifier and Type	Method	Description
abstract Class[]	accepts()	Returns the input data the generator processes.
protected String	check(Object input)	Check method before generating the ensemble.
protected abstract Object	doGenerate(Object input)	Generates the ensemble from the input.
Object	generate(Object input)	Generates the ensemble from the input.
abstract Class[]	generates()	Returns the output data the generator generates.

Methods inherited from class adams.core.option.AbstractOptionHandler

cleanUpOptions, defineOptions, destroy, finishInit, getDefaultLoggingLevel, getOptionManager, globalInfo, initialize, loggingLevelTipText, newOptionManager, reset, setLoggingLevel, toCommandLine, toString

Methods inherited from class adams.core.logging.LoggingObject

configureLogger, getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled, sizeOf

Methods inherited from class java.lang.Object

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

Methods inherited from interface adams.core.logging.LoggingLevelHandler

getLoggingLevel

Constructor Detail

AbstractWekaEnsembleGenerator

public AbstractWekaEnsembleGenerator()

Method Detail

accepts

public abstract Class[] accepts()

Returns the input data the generator processes.

Returns:

the accepted classes

generates

public abstract Class[] generates()

Returns the output data the generator generates.

Returns:

the generated classes

check

protected String check(Object input)

Check method before generating the ensemble.

Parameters:

input - the input to use

Returns:

null if checks passed, otherwise error message

doGenerate

protected abstract Object doGenerate(Object input)

Generates the ensemble from the input.

Parameters:

input - the input to use

Returns:

the generated ensemble

generate

public Object generate(Object input)

Generates the ensemble from the input.

Parameters:

input - the input to use

Returns:

the generated ensemble