Interface NumericAttributeClassObserver
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- All Superinterfaces:
AttributeClassObserver
,Configurable
,MOAObject
,OptionHandler
,Serializable
- All Known Implementing Classes:
BinaryTreeNumericAttributeClassObserver
,BinaryTreeNumericAttributeClassObserverRegression
,FIMTDDNumericAttributeClassLimitObserver
,FIMTDDNumericAttributeClassObserver
,GaussianNumericAttributeClassObserver
,GreenwaldKhannaNumericAttributeClassObserver
,IademGaussianNumericAttributeClassObserver
,IademGreenwaldKhannaNumericAttributeClassObserver
,IademVFMLNumericAttributeClassObserver
,VFMLNumericAttributeClassObserver
public interface NumericAttributeClassObserver extends AttributeClassObserver
Interface for observing the class data distribution for a numeric attribute. This observer monitors the class distribution of a given attribute. Used in naive Bayes and decision trees to monitor data statistics on leaves.- Version:
- $Revision: 7 $
- Author:
- Richard Kirkby (rkirkby@cs.waikato.ac.nz)
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Method Summary
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Methods inherited from interface moa.classifiers.core.attributeclassobservers.AttributeClassObserver
getBestEvaluatedSplitSuggestion, observeAttributeClass, observeAttributeTarget, probabilityOfAttributeValueGivenClass
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Methods inherited from interface moa.MOAObject
getDescription, measureByteSize
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Methods inherited from interface moa.options.OptionHandler
copy, getCLICreationString, getOptions, getPurposeString, prepareForUse, prepareForUse
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