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

Class IndexedSplitsRunsEvaluation

java.lang.Object

adams.core.logging.LoggingObject

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

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

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

All Implemented Interfaces:

GlobalInfoSupporter, LoggingSupporter, SizeOfHandler, StatusMessageHandler, Serializable

public class IndexedSplitsRunsEvaluation
extends AbstractClassifierEvaluation

Performs the evaluation according to the provided indexed splits.

Author:

FracPete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
static String	KEY_DATASET
static String	KEY_FILE
static String	KEY_LENIENT
static String	KEY_READER
static String	KEY_TESTSPLIT
static String	KEY_TRAINSPLIT
protected BaseCheckBox	m_CheckBoxLenient	whether to be lenient with checks.
protected BaseComboBox<String>	m_ComboBoxDatasets	the datasets.
protected DefaultComboBoxModel<String>	m_ModelDatasets	the datasets model.
protected FileChooserPanel	m_PanelFile	the chooser panel for the indexed splits file.
protected ParameterPanel	m_PanelParameters	the panel with the parameters.
protected GenericObjectEditorPanel	m_PanelReader	the GOE panel for the indexed splits reader.
protected SelectOptionPanel	m_SelectAdditionalAttributes	the additional attributes to store.
protected BaseTextField	m_TextTestSplitName	the text with the name for the test split.
protected BaseTextField	m_TextTrainSplitName	the text with the name for the train split.

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
IndexedSplitsRunsEvaluation()

Method Summary

Modifier and Type	Method	Description
void	activate(int index)	Activates the specified dataset.
String	canEvaluate(weka.classifiers.Classifier classifier)	Tests whether the classifier can be evaluated.
void	deserialize(Map<String,Object> data, MessageCollection errors)	Restores the objects.
protected void	doEvaluate(weka.classifiers.Classifier classifier, ResultItem item)	Evaluates the classifier and updates the result item.
String	getName()	Returns the name of the evaluation (displayed in combobox).
String	globalInfo()	Returns a string describing the object.
ResultItem	init(weka.classifiers.Classifier classifier)	Initializes the result item.
protected void	initGUI()	Initializes the widgets.
Map<String,Object>	serialize(Set<AbstractInvestigatorTab.SerializationOption> options)	Returns the objects for serialization.
void	update()	Updates the settings panel.

Methods inherited from class adams.gui.tools.wekainvestigator.tab.classifytab.evaluation.AbstractClassifierEvaluation

evaluate, fillWithAttributeNames, getEvaluations, transferAdditionalAttributes

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

addObjectSize, addToHistory, getOwner, getPanel, getProperties, getTestingUpdateInterval, initialize, isValidDataIndex, listOrArray, setOwner, showStatus, 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

Field Detail

KEY_DATASET

public static final String KEY_DATASET

See Also:

Constant Field Values

KEY_FILE

public static final String KEY_FILE

See Also:

Constant Field Values

KEY_READER

public static final String KEY_READER

See Also:

Constant Field Values

KEY_TRAINSPLIT

public static final String KEY_TRAINSPLIT

See Also:

Constant Field Values

KEY_TESTSPLIT

public static final String KEY_TESTSPLIT

See Also:

Constant Field Values

KEY_LENIENT

public static final String KEY_LENIENT

See Also:

Constant Field Values

m_PanelParameters

protected ParameterPanel m_PanelParameters

the panel with the parameters.

m_ComboBoxDatasets

protected BaseComboBox<String> m_ComboBoxDatasets

the datasets.

m_PanelFile

protected FileChooserPanel m_PanelFile

the chooser panel for the indexed splits file.

m_PanelReader

protected GenericObjectEditorPanel m_PanelReader

the GOE panel for the indexed splits reader.

m_TextTrainSplitName

protected BaseTextField m_TextTrainSplitName

the text with the name for the train split.

m_TextTestSplitName

protected BaseTextField m_TextTestSplitName

the text with the name for the test split.

m_CheckBoxLenient

protected BaseCheckBox m_CheckBoxLenient

whether to be lenient with checks.

m_SelectAdditionalAttributes

protected SelectOptionPanel m_SelectAdditionalAttributes

the additional attributes to store.

m_ModelDatasets

protected DefaultComboBoxModel<String> m_ModelDatasets

the datasets model.

Constructor Detail

IndexedSplitsRunsEvaluation

public IndexedSplitsRunsEvaluation()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing the object.

Returns:

a description suitable for displaying in the gui

initGUI

protected void initGUI()

Initializes the widgets.

Overrides:

initGUI in class AbstractEvaluation<ClassifyTab,ResultItem>

getName

public String getName()

Returns the name of the evaluation (displayed in combobox).

Specified by:

getName in class AbstractEvaluation<ClassifyTab,ResultItem>

Returns:

the name

canEvaluate

public String canEvaluate(weka.classifiers.Classifier classifier)

Tests whether the classifier can be evaluated.

Specified by:

canEvaluate in class AbstractClassifierEvaluation

Returns:

null if successful, otherwise error message

init

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

Initializes the result item.

Specified by:

init in class AbstractClassifierEvaluation

Parameters:

classifier - the current classifier

Returns:

the initialized history item

Throws:

Exception - if initialization fails

doEvaluate

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

Evaluates the classifier and updates the result item.

Specified by:

doEvaluate in class AbstractClassifierEvaluation

Parameters:

classifier - the current classifier

item - the item to update

Throws:

Exception - if evaluation fails

update

public void update()

Updates the settings panel.

Specified by:

update in class AbstractEvaluation<ClassifyTab,ResultItem>

activate

public void activate(int index)

Activates the specified dataset.

Specified by:

activate in class AbstractEvaluation<ClassifyTab,ResultItem>

Parameters:

index - the index of the dataset

serialize

public Map<String,Object> serialize(Set<AbstractInvestigatorTab.SerializationOption> options)

Returns the objects for serialization.

Overrides:

serialize in class AbstractEvaluation<ClassifyTab,ResultItem>

Parameters:

options - what to serialize

Returns:

the mapping of the objects to serialize

deserialize

public void deserialize(Map<String,Object> data,
                        MessageCollection errors)

Restores the objects.

Overrides:

deserialize in class AbstractEvaluation<ClassifyTab,ResultItem>

Parameters:

data - the data to restore

errors - for storing errors