Package weka.classifiers
Class SingleClassifierEnhancer
- java.lang.Object
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- weka.classifiers.Classifier
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- weka.classifiers.SingleClassifierEnhancer
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- All Implemented Interfaces:
java.io.Serializable
,java.lang.Cloneable
,CapabilitiesHandler
,OptionHandler
,RevisionHandler
- Direct Known Subclasses:
AttributeSelectedClassifier
,ClassificationViaRegression
,FilteredClassifier
,IteratedSingleClassifierEnhancer
,LWL
,MIBoost
,MIWrapper
,OrdinalClassClassifier
,RandomizableSingleClassifierEnhancer
,RegressionByDiscretization
,SimpleMI
public abstract class SingleClassifierEnhancer extends Classifier
Abstract utility class for handling settings common to meta classifiers that use a single base learner.- Version:
- $Revision: 5536 $
- Author:
- Eibe Frank (eibe@cs.waikato.ac.nz)
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description SingleClassifierEnhancer()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description java.lang.String
classifierTipText()
Returns the tip text for this propertyCapabilities
getCapabilities()
Returns default capabilities of the base classifier.Classifier
getClassifier()
Get the classifier used as the base learner.java.lang.String[]
getOptions()
Gets the current settings of the Classifier.java.util.Enumeration
listOptions()
Returns an enumeration describing the available options.void
setClassifier(Classifier newClassifier)
Set the base learner.void
setOptions(java.lang.String[] options)
Parses a given list of options.-
Methods inherited from class weka.classifiers.Classifier
buildClassifier, classifyInstance, debugTipText, distributionForInstance, forName, getDebug, getRevision, makeCopies, makeCopy, setDebug
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Method Detail
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listOptions
public java.util.Enumeration listOptions()
Returns an enumeration describing the available options.- Specified by:
listOptions
in interfaceOptionHandler
- Overrides:
listOptions
in classClassifier
- Returns:
- an enumeration of all the available options.
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setOptions
public void setOptions(java.lang.String[] options) throws java.lang.Exception
Parses a given list of options. Valid options are:-W classname
Specify the full class name of the base learner.Options after -- are passed to the designated classifier.
- Specified by:
setOptions
in interfaceOptionHandler
- Overrides:
setOptions
in classClassifier
- Parameters:
options
- the list of options as an array of strings- Throws:
java.lang.Exception
- if an option is not supported
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getOptions
public java.lang.String[] getOptions()
Gets the current settings of the Classifier.- Specified by:
getOptions
in interfaceOptionHandler
- Overrides:
getOptions
in classClassifier
- Returns:
- an array of strings suitable for passing to setOptions
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classifierTipText
public java.lang.String classifierTipText()
Returns the tip text for this property- Returns:
- tip text for this property suitable for displaying in the explorer/experimenter gui
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getCapabilities
public Capabilities getCapabilities()
Returns default capabilities of the base classifier.- Specified by:
getCapabilities
in interfaceCapabilitiesHandler
- Overrides:
getCapabilities
in classClassifier
- Returns:
- the capabilities of the base classifier
- See Also:
Capabilities
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setClassifier
public void setClassifier(Classifier newClassifier)
Set the base learner.- Parameters:
newClassifier
- the classifier to use.
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getClassifier
public Classifier getClassifier()
Get the classifier used as the base learner.- Returns:
- the classifier used as the classifier
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