Package weka.classifiers
Class MultipleClassifiersCombiner
- java.lang.Object
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- weka.classifiers.Classifier
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- weka.classifiers.MultipleClassifiersCombiner
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- All Implemented Interfaces:
java.io.Serializable
,java.lang.Cloneable
,CapabilitiesHandler
,OptionHandler
,RevisionHandler
- Direct Known Subclasses:
RandomizableMultipleClassifiersCombiner
public abstract class MultipleClassifiersCombiner extends Classifier
Abstract utility class for handling settings common to meta classifiers that build an ensemble from multiple classifiers.- Version:
- $Revision: 5905 $
- Author:
- Eibe Frank (eibe@cs.waikato.ac.nz)
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description MultipleClassifiersCombiner()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description java.lang.String
classifiersTipText()
Returns the tip text for this propertyCapabilities
getCapabilities()
Returns combined capabilities of the base classifiers, i.e., the capabilities all of them have in common.Classifier
getClassifier(int index)
Gets a single classifier from the set of available classifiers.Classifier[]
getClassifiers()
Gets the list of possible classifers to choose from.java.lang.String[]
getOptions()
Gets the current settings of the Classifier.java.util.Enumeration
listOptions()
Returns an enumeration describing the available optionsvoid
setClassifiers(Classifier[] classifiers)
Sets the list of possible classifers to choose from.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:-B classifierstring
Classifierstring should contain the full class name of a scheme included for selection followed by options to the classifier (required, option should be used once for each 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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classifiersTipText
public java.lang.String classifiersTipText()
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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setClassifiers
public void setClassifiers(Classifier[] classifiers)
Sets the list of possible classifers to choose from.- Parameters:
classifiers
- an array of classifiers with all options set.
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getClassifiers
public Classifier[] getClassifiers()
Gets the list of possible classifers to choose from.- Returns:
- the array of Classifiers
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getClassifier
public Classifier getClassifier(int index)
Gets a single classifier from the set of available classifiers.- Parameters:
index
- the index of the classifier wanted- Returns:
- the Classifier
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getCapabilities
public Capabilities getCapabilities()
Returns combined capabilities of the base classifiers, i.e., the capabilities all of them have in common.- Specified by:
getCapabilities
in interfaceCapabilitiesHandler
- Overrides:
getCapabilities
in classClassifier
- Returns:
- the capabilities of the base classifiers
- See Also:
Capabilities
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