Package adams.gui.tools.wekamultiexperimenter.experiment

Class CrossValidationExperiment.CrossValidationExperimentJob

java.lang.Object

adams.core.logging.LoggingObject

adams.core.logging.CustomLoggingLevelObject

adams.multiprocess.AbstractJob

adams.gui.tools.wekamultiexperimenter.experiment.AbstractExperiment.AbstractExperimentJob<CrossValidationExperiment>

adams.gui.tools.wekamultiexperimenter.experiment.CrossValidationExperiment.CrossValidationExperimentJob

All Implemented Interfaces:

adams.core.CleanUpHandler, adams.core.logging.LoggingLevelHandler, adams.core.logging.LoggingSupporter, adams.core.SizeOfHandler, adams.core.Stoppable, adams.core.StoppableWithFeedback, adams.multiprocess.Job, Serializable

Enclosing class:

CrossValidationExperiment

public static class CrossValidationExperiment.CrossValidationExperimentJob
extends AbstractExperiment.AbstractExperimentJob<CrossValidationExperiment>

Performs cross-validation on the classifier/data combination.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected WekaCrossValidationExecution	m_CrossValidation	for executing the cross-validation.

Fields inherited from class adams.gui.tools.wekamultiexperimenter.experiment.AbstractExperiment.AbstractExperimentJob

m_Classifier, m_ClassLabelIndex, m_Data, m_Owner, m_Results, m_Run

Fields inherited from class adams.multiprocess.AbstractJob

m_Complete, m_ExecutionError, m_JobCompleteListener, m_JobInfo, m_ProgressInfo, m_Stopped

Fields inherited from class adams.core.logging.LoggingObject

m_Logger, m_LoggingIsEnabled, m_LoggingLevel

Constructor Summary

Constructors

Constructor	Description
CrossValidationExperimentJob(CrossValidationExperiment owner, int run, weka.classifiers.Classifier classifier, weka.core.Instances data)	Initializes the run.

Method Summary

Modifier and Type	Method	Description
void	cleanUp()	Cleans up data structures, frees up memory.
protected void	evaluate()	Performs the cross-validation.
void	stopExecution()	Stops the execution.

Methods inherited from class adams.gui.tools.wekamultiexperimenter.experiment.AbstractExperiment.AbstractExperimentJob

addMetric, addMetrics, postProcessCheck, preProcessCheck, process, toString

Methods inherited from class adams.multiprocess.AbstractJob

execute, getAdditionalErrorInformation, getExecutionError, getJobCompleteListener, getJobInfo, getProgressInfo, hasExecutionError, isComplete, isStopped, jobCompleted, setJobCompleteListener, setJobInfo, setProgressInfo

Methods inherited from class adams.core.logging.CustomLoggingLevelObject

setLoggingLevel

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

Methods inherited from interface adams.core.logging.LoggingSupporter

getLogger, isLoggingEnabled

Field Detail

m_CrossValidation

protected WekaCrossValidationExecution m_CrossValidation

for executing the cross-validation.

Constructor Detail

CrossValidationExperimentJob

public CrossValidationExperimentJob(CrossValidationExperiment owner,
                                    int run,
                                    weka.classifiers.Classifier classifier,
                                    weka.core.Instances data)

Initializes the run.

Parameters:

owner - the owning experiment

run - the current run

classifier - the classifier to evaluate

data - the data to use for evaluation

Method Detail

evaluate

protected void evaluate()

Performs the cross-validation.

Specified by:

evaluate in class AbstractExperiment.AbstractExperimentJob<CrossValidationExperiment>

stopExecution

public void stopExecution()

Stops the execution.

Specified by:

stopExecution in interface adams.core.Stoppable

Overrides:

stopExecution in class adams.multiprocess.AbstractJob

cleanUp

public void cleanUp()

Cleans up data structures, frees up memory. Removes dependencies and job parameters.

Specified by:

cleanUp in interface adams.core.CleanUpHandler

Specified by:

cleanUp in interface adams.multiprocess.Job

Overrides:

cleanUp in class adams.multiprocess.AbstractJob