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

Class AbstractClassifierEvaluation

java.lang.Object

adams.core.logging.LoggingObject

adams.gui.tools.wekainvestigator.evaluation.AbstractEvaluation<ClassifyTab,ResultItem>

adams.gui.tools.wekainvestigator.tab.classifytab.evaluation.AbstractClassifierEvaluation

All Implemented Interfaces:

GlobalInfoSupporter, LoggingSupporter, SizeOfHandler, StatusMessageHandler, Serializable

Direct Known Subclasses:

BuildModel, CrossValidation, FromPredictions, IndexedSplitsRunsEvaluation, ReevaluateModel, RepeatedCrossValidation, TrainTestSet, TrainTestSplit, TrainValidateTestSet

public abstract class AbstractClassifierEvaluation
extends AbstractEvaluation<ClassifyTab,ResultItem>

Ancestor for classifier evaluation setups.

Author:

FracPete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields inherited from class adams.gui.tools.wekainvestigator.evaluation.AbstractEvaluation

m_Owner, m_PanelOptions

Fields inherited from class adams.core.logging.LoggingObject

m_Logger, m_LoggingIsEnabled, m_LoggingLevel

Constructor Summary

Constructors

Constructor	Description
AbstractClassifierEvaluation()

Method Summary

Modifier and Type	Method	Description
abstract String	canEvaluate(weka.classifiers.Classifier classifier)	Tests whether the classifier can be evaluated.
protected abstract void	doEvaluate(weka.classifiers.Classifier classifier, ResultItem item)	Evaluates the classifier and updates the result item.
void	evaluate(weka.classifiers.Classifier classifier, ResultItem item)	Evaluates the classifier and updates the result item.
protected void	fillWithAttributeNames(SelectOptionPanel select, int index)	Fills the panel for selection options with the attributes from the specified data container.
static Class[]	getEvaluations()	Returns the available actions.
abstract ResultItem	init(weka.classifiers.Classifier classifier)	Initializes the result item.
protected SpreadSheet	transferAdditionalAttributes(SelectOptionPanel select, weka.core.Instances data)	Transfers the additional attributes into a spreadsheet.

Methods inherited from class adams.gui.tools.wekainvestigator.evaluation.AbstractEvaluation

activate, addObjectSize, addToHistory, deserialize, getName, getOwner, getPanel, getProperties, getTestingUpdateInterval, initGUI, initialize, isValidDataIndex, listOrArray, serialize, setOwner, showStatus, toString, update

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.GlobalInfoSupporter

globalInfo

Constructor Detail

AbstractClassifierEvaluation

public AbstractClassifierEvaluation()

Method Detail

canEvaluate

public abstract String canEvaluate(weka.classifiers.Classifier classifier)

Tests whether the classifier can be evaluated.

Returns:

null if successful, otherwise error message

init

public abstract ResultItem init(weka.classifiers.Classifier classifier)
                         throws Exception

Initializes the result item.

Parameters:

classifier - the current classifier

Returns:

the initialized history item

Throws:

Exception - if initialization fails

doEvaluate

protected abstract void doEvaluate(weka.classifiers.Classifier classifier,
                                   ResultItem item)
                            throws Exception

Evaluates the classifier and updates the result item.

Parameters:

classifier - the current classifier

item - the item to update

Throws:

Exception - if evaluation fails

evaluate

public void evaluate(weka.classifiers.Classifier classifier,
                     ResultItem item)
              throws Exception

Evaluates the classifier and updates the result item.

Parameters:

classifier - the current classifier

item - the item to update

Throws:

Exception - if evaluation fails

fillWithAttributeNames

protected void fillWithAttributeNames(SelectOptionPanel select,
                                      int index)

Fills the panel for selection options with the attributes from the specified data container.

Parameters:

select - the panel to fill

index - the index, ignored if -1

transferAdditionalAttributes

protected SpreadSheet transferAdditionalAttributes(SelectOptionPanel select,
                                                   weka.core.Instances data)

Transfers the additional attributes into a spreadsheet.

Parameters:

select - the selected attributes

data - the data to transfer

Returns:

the spreadsheet

getEvaluations

public static Class[] getEvaluations()

Returns the available actions.

Returns:

the action classnames