Package moa.classifiers.core.attributeclassobservers

Interface NumericAttributeClassObserver

All Superinterfaces:

AttributeClassObserver, Configurable, MOAObject, OptionHandler, java.io.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 ([email protected])

Method Summary

Methods inherited from interface moa.classifiers.core.attributeclassobservers.AttributeClassObserver

getBestEvaluatedSplitSuggestion, observeAttributeClass, observeAttributeTarget, probabilityOfAttributeValueGivenClass

Methods inherited from interface moa.MOAObject

getDescription, measureByteSize

Methods inherited from interface moa.options.OptionHandler

copy, getCLICreationString, getOptions, getPurposeString, prepareForUse, prepareForUse