Package com.namsor.oss.classify.bayes

Class NaiveBayesExplainerImpl

java.lang.Object

com.namsor.oss.classify.bayes.AbstractNaiveBayesImpl

com.namsor.oss.classify.bayes.NaiveBayesExplainerImpl

All Implemented Interfaces:

INaiveBayesExplainer

public class NaiveBayesExplainerImpl
extends AbstractNaiveBayesImpl
implements INaiveBayesExplainer

Explain the details of the Naive Bayes Classification, ie. formulae and algebraic expression. This will re-run the algorithm but append additional information : - likelyhood values - likelyhood formulae - likelyhood expressions

Author:

elian

Constructor Summary

Constructors

Constructor	Description
NaiveBayesExplainerImpl()	Create an explainer

Method Summary

Modifier and Type	Method	Description
IClassificationExplained	explain(IClassification classification)	Explain the details of the classification, ie.

Methods inherited from class com.namsor.oss.classify.bayes.AbstractNaiveBayesImpl

pathCategory, pathCategoryFeatureKey, pathCategoryFeatureKeyValue, pathFeatureKey, pathFeatureKeyCountValueTypes, pathFeatureKeyValue, pathGlobal, pathGlobalCountCategories

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

NaiveBayesExplainerImpl

public NaiveBayesExplainerImpl()

Create an explainer

Method Detail

explain

public IClassificationExplained explain(IClassification classification)
                                 throws ClassifyException

Description copied from interface: INaiveBayesExplainer

Explain the details of the classification, ie. formulae and algebraic expression.

Specified by:

explain in interface INaiveBayesExplainer

Parameters:

classification - A classification, with the explainData needed for explanation

Returns:

An explanation of the classification, ie. formulae and algebraic expression.

Throws:

ClassifyException - The error and cause