Class CrossValidation
- java.lang.Object
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- adams.core.logging.LoggingObject
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- adams.gui.tools.wekainvestigator.evaluation.AbstractEvaluation<ClusterTab,ResultItem>
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- adams.gui.tools.wekainvestigator.tab.clustertab.evaluation.AbstractClustererEvaluation
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- adams.gui.tools.wekainvestigator.tab.clustertab.evaluation.CrossValidation
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- All Implemented Interfaces:
adams.core.GlobalInfoSupporter
,adams.core.logging.LoggingSupporter
,adams.core.SizeOfHandler
,adams.core.StatusMessageHandler
,Serializable
public class CrossValidation extends AbstractClustererEvaluation
Performs cross-validation.- Version:
- $Revision$
- Author:
- FracPete (fracpete at waikato dot ac dot nz)
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description static String
KEY_DATASET
static String
KEY_FINALMODEL
static String
KEY_FOLDS
static String
KEY_SEED
protected adams.gui.core.BaseCheckBox
m_CheckBoxFinalModel
whether to produce a final model.protected adams.gui.core.BaseComboBox<String>
m_ComboBoxDatasets
the datasets.protected DefaultComboBoxModel<String>
m_ModelDatasets
the datasets model.protected adams.gui.core.ParameterPanel
m_PanelParameters
the panel with the parameters.protected JSpinner
m_SpinnerFolds
the number of folds.protected adams.gui.core.NumberTextField
m_TextSeed
the seed value.-
Fields inherited from class adams.gui.tools.wekainvestigator.evaluation.AbstractEvaluation
m_Owner, m_PanelOptions
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Constructor Summary
Constructors Constructor Description CrossValidation()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
activate(int index)
Activates the specified dataset.String
canEvaluate(weka.clusterers.Clusterer clusterer)
Tests whether the clusterer can be evaluated.void
deserialize(Map<String,Object> data, adams.core.MessageCollection errors)
Restores the objects.protected void
doEvaluate(weka.clusterers.Clusterer clusterer, ResultItem item)
Evaluates the clusterer 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.clusterers.Clusterer clusterer)
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.clustertab.evaluation.AbstractClustererEvaluation
evaluate, getEvaluations
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Methods inherited from class adams.gui.tools.wekainvestigator.evaluation.AbstractEvaluation
addObjectSize, addToHistory, getOwner, getPanel, getProperties, getTestingUpdateInterval, initialize, isValidDataIndex, listOrArray, setOwner, showStatus, toString
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Field Detail
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KEY_DATASET
public static final String KEY_DATASET
- See Also:
- Constant Field Values
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KEY_FOLDS
public static final String KEY_FOLDS
- See Also:
- Constant Field Values
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KEY_SEED
public static final String KEY_SEED
- See Also:
- Constant Field Values
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KEY_FINALMODEL
public static final String KEY_FINALMODEL
- See Also:
- Constant Field Values
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m_PanelParameters
protected adams.gui.core.ParameterPanel m_PanelParameters
the panel with the parameters.
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m_ComboBoxDatasets
protected adams.gui.core.BaseComboBox<String> m_ComboBoxDatasets
the datasets.
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m_ModelDatasets
protected DefaultComboBoxModel<String> m_ModelDatasets
the datasets model.
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m_SpinnerFolds
protected JSpinner m_SpinnerFolds
the number of folds.
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m_TextSeed
protected adams.gui.core.NumberTextField m_TextSeed
the seed value.
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m_CheckBoxFinalModel
protected adams.gui.core.BaseCheckBox m_CheckBoxFinalModel
whether to produce a final model.
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Method Detail
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globalInfo
public String globalInfo()
Returns a string describing the object.- Returns:
- a description suitable for displaying in the gui
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initGUI
protected void initGUI()
Initializes the widgets.- Overrides:
initGUI
in classAbstractEvaluation<ClusterTab,ResultItem>
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getName
public String getName()
Returns the name of the evaluation (displayed in combobox).- Specified by:
getName
in classAbstractEvaluation<ClusterTab,ResultItem>
- Returns:
- the name
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canEvaluate
public String canEvaluate(weka.clusterers.Clusterer clusterer)
Tests whether the clusterer can be evaluated.- Specified by:
canEvaluate
in classAbstractClustererEvaluation
- Parameters:
clusterer
- the current clusterer- Returns:
- null if successful, otherwise error message
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init
public ResultItem init(weka.clusterers.Clusterer clusterer) throws Exception
Initializes the result item.- Specified by:
init
in classAbstractClustererEvaluation
- Parameters:
clusterer
- the current clusterer- Returns:
- the initialized history item
- Throws:
Exception
- if initialization fails
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doEvaluate
protected void doEvaluate(weka.clusterers.Clusterer clusterer, ResultItem item) throws Exception
Evaluates the clusterer and updates the result item.- Specified by:
doEvaluate
in classAbstractClustererEvaluation
- Parameters:
clusterer
- the current clustereritem
- the item to update- Throws:
Exception
- if evaluation fails
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update
public void update()
Updates the settings panel.- Specified by:
update
in classAbstractEvaluation<ClusterTab,ResultItem>
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activate
public void activate(int index)
Activates the specified dataset.- Specified by:
activate
in classAbstractEvaluation<ClusterTab,ResultItem>
- Parameters:
index
- the index of the dataset
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serialize
public Map<String,Object> serialize(Set<AbstractInvestigatorTab.SerializationOption> options)
Returns the objects for serialization.- Overrides:
serialize
in classAbstractEvaluation<ClusterTab,ResultItem>
- Parameters:
options
- what to serialize- Returns:
- the mapping of the objects to serialize
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deserialize
public void deserialize(Map<String,Object> data, adams.core.MessageCollection errors)
Restores the objects.- Overrides:
deserialize
in classAbstractEvaluation<ClusterTab,ResultItem>
- Parameters:
data
- the data to restoreerrors
- for storing errors
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