Package weka.classifiers.functions
Class BoundaryKernelClassifier
- java.lang.Object
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- weka.classifiers.AbstractClassifier
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- weka.classifiers.SingleClassifierEnhancer
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- weka.classifiers.functions.SingleClassifierEnhancerBoundary
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- weka.classifiers.functions.BoundaryKernelClassifier
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- All Implemented Interfaces:
Serializable
,Cloneable
,weka.classifiers.Classifier
,weka.core.BatchPredictor
,weka.core.CapabilitiesHandler
,weka.core.CapabilitiesIgnorer
,weka.core.CommandlineRunnable
,weka.core.OptionHandler
,weka.core.RevisionHandler
,weka.tools.GlobalInfoHandler
- Direct Known Subclasses:
BoundaryKernelClassifierWithPlaneProjectionsAbstract
,BoundaryKernelClassifierWithPlaneProjectionsGauss
,BoundaryKernelClassifierWithPlaneProjectionsNB
,BoundaryKernelClassifierWithPlaneProjectionsNB2
public class BoundaryKernelClassifier extends SingleClassifierEnhancerBoundary implements weka.tools.GlobalInfoHandler
- Since:
- 2.2.0
- Version:
- 2.3.0
- Author:
- pawel trajdos
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description BoundaryKernelClassifier()
BoundaryKernelClassifier(ClassifierWithBoundaries nearestCentroidBoundary)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
buildClassifier(weka.core.Instances data)
double[]
distributionForInstance(weka.core.Instance instance)
String
estimProtoTipText()
weka.estimators.density.DensityEstimator
getEstimProto()
String[]
getOptions()
String
globalInfo()
boolean
isNormalize()
boolean
isPreNormalize()
boolean
isUsePriorProbs()
Enumeration<weka.core.Option>
listOptions()
String
normalizeTipText()
String
preNormalizeTipText()
void
setEstimProto(weka.estimators.density.DensityEstimator estimProto)
void
setNormalize(boolean normalize)
void
setOptions(String[] options)
void
setPreNormalize(boolean preNormalize)
void
setUsePriorProbs(boolean usePriorProbs)
String
usePriorProbsTipText()
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Methods inherited from class weka.classifiers.functions.SingleClassifierEnhancerBoundary
getCapabilities, setClassifier
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Methods inherited from class weka.classifiers.SingleClassifierEnhancer
classifierTipText, getClassifier, postExecution, preExecution
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Methods inherited from class weka.classifiers.AbstractClassifier
batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, getRevision, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces
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Constructor Detail
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BoundaryKernelClassifier
public BoundaryKernelClassifier(ClassifierWithBoundaries nearestCentroidBoundary)
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BoundaryKernelClassifier
public BoundaryKernelClassifier()
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Method Detail
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buildClassifier
public void buildClassifier(weka.core.Instances data) throws Exception
- Specified by:
buildClassifier
in interfaceweka.classifiers.Classifier
- Throws:
Exception
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distributionForInstance
public double[] distributionForInstance(weka.core.Instance instance) throws Exception
- Specified by:
distributionForInstance
in interfaceweka.classifiers.Classifier
- Overrides:
distributionForInstance
in classweka.classifiers.AbstractClassifier
- Throws:
Exception
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listOptions
public Enumeration<weka.core.Option> listOptions()
- Specified by:
listOptions
in interfaceweka.core.OptionHandler
- Overrides:
listOptions
in classweka.classifiers.SingleClassifierEnhancer
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setOptions
public void setOptions(String[] options) throws Exception
- Specified by:
setOptions
in interfaceweka.core.OptionHandler
- Overrides:
setOptions
in classweka.classifiers.SingleClassifierEnhancer
- Throws:
Exception
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getOptions
public String[] getOptions()
- Specified by:
getOptions
in interfaceweka.core.OptionHandler
- Overrides:
getOptions
in classweka.classifiers.SingleClassifierEnhancer
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getEstimProto
public weka.estimators.density.DensityEstimator getEstimProto()
- Returns:
- the estimProto
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setEstimProto
public void setEstimProto(weka.estimators.density.DensityEstimator estimProto)
- Parameters:
estimProto
- the estimProto to set
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estimProtoTipText
public String estimProtoTipText()
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globalInfo
public String globalInfo()
- Specified by:
globalInfo
in interfaceweka.tools.GlobalInfoHandler
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isNormalize
public boolean isNormalize()
- Returns:
- the normalize
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setNormalize
public void setNormalize(boolean normalize)
- Parameters:
normalize
- the normalize to set
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normalizeTipText
public String normalizeTipText()
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isUsePriorProbs
public boolean isUsePriorProbs()
- Returns:
- the usePriorProbs
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setUsePriorProbs
public void setUsePriorProbs(boolean usePriorProbs)
- Parameters:
usePriorProbs
- the usePriorProbs to set
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usePriorProbsTipText
public String usePriorProbsTipText()
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isPreNormalize
public boolean isPreNormalize()
- Returns:
- the preNormalize
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setPreNormalize
public void setPreNormalize(boolean preNormalize)
- Parameters:
preNormalize
- the preNormalize to set
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preNormalizeTipText
public String preNormalizeTipText()
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