Package adams.gui.tools.wekainvestigator.tab.classifytab.evaluation.finalmodel

Class VotedFolds

java.lang.Object

adams.core.logging.LoggingObject

adams.core.logging.CustomLoggingLevelObject

adams.core.option.AbstractOptionHandler

adams.gui.tools.wekainvestigator.tab.classifytab.evaluation.finalmodel.AbstractFinalModelGenerator

adams.gui.tools.wekainvestigator.tab.classifytab.evaluation.finalmodel.VotedFolds

All Implemented Interfaces:

adams.core.Destroyable, adams.core.GlobalInfoSupporter, adams.core.logging.LoggingLevelHandler, adams.core.logging.LoggingSupporter, adams.core.option.OptionHandler, adams.core.SizeOfHandler, Serializable

public class VotedFolds
extends AbstractFinalModelGenerator

Generates a Vote meta-classifier from the models from the cross-validation folds.

Author:

FracPete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected weka.classifiers.meta.Vote	m_Template	the vote template.

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
VotedFolds()

Method Summary

Modifier and Type	Method	Description
void	defineOptions()	Adds options to the internal list of options.
void	generate(AbstractClassifierEvaluation eval, weka.core.Instances data, ResultItem item)	Builds the final model and stores it in the result item.
weka.classifiers.meta.Vote	getTemplate()	Returns the Vote template to use.
String	globalInfo()	Returns a string describing the object.
void	setTemplate(weka.classifiers.meta.Vote value)	Sets the Vote template to use.
String	templateTipText()	Returns the tip text for this property.

Methods inherited from class adams.core.option.AbstractOptionHandler

cleanUpOptions, destroy, finishInit, getDefaultLoggingLevel, getOptionManager, 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

Field Detail

m_Template

protected weka.classifiers.meta.Vote m_Template

the vote template.

Constructor Detail

VotedFolds

public VotedFolds()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing the object.

Specified by:

globalInfo in interface adams.core.GlobalInfoSupporter

Specified by:

globalInfo in class adams.core.option.AbstractOptionHandler

Returns:

a description suitable for displaying in the gui

defineOptions

public void defineOptions()

Adds options to the internal list of options.

Specified by:

defineOptions in interface adams.core.option.OptionHandler

Overrides:

defineOptions in class adams.core.option.AbstractOptionHandler

setTemplate

public void setTemplate(weka.classifiers.meta.Vote value)

Sets the Vote template to use.

Parameters:

value - the template

getTemplate

public weka.classifiers.meta.Vote getTemplate()

Returns the Vote template to use.

Returns:

the template

templateTipText

public String templateTipText()

Returns the tip text for this property.

Returns:

tip text for this property suitable for displaying in the GUI or for listing the options.

generate

public void generate(AbstractClassifierEvaluation eval,
                     weka.core.Instances data,
                     ResultItem item)

Builds the final model and stores it in the result item.

Specified by:

generate in class AbstractFinalModelGenerator

Parameters:

eval - the evaluation that generated the result item

data - the full training data

item - the result item