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java.lang.Objectjbnc.measures.QualityMeasure
jbnc.measures.QualityMeasureLC
public class QualityMeasureLC
Measure the quality of the bayesian network on the dataset using local criterion measure.
q = LC(B ,D ) = suml
=1...n log p (cl | a l
, Dl , B )
Field Summary |
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Fields inherited from class jbnc.measures.QualityMeasure |
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alphaK, dataset, usePriors |
Constructor Summary | |
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QualityMeasureLC()
Constructor for the QualityMeasureLC object |
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QualityMeasureLC(DatasetInt dataset)
Constructor for the QualityMeasureLC object |
Method Summary | |
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double |
evaluate(BayesianNetworks.BayesNet net)
Description of the Method |
java.lang.String |
getName()
Gets the Name attribute of the QualityMeasureLC object |
Methods inherited from class jbnc.measures.QualityMeasure |
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getAlphaK, getUsePriors, setAlphaK, setDataset, setUsePriors |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public QualityMeasureLC()
public QualityMeasureLC(DatasetInt dataset)
dataset
- Description of ParameterMethod Detail |
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public java.lang.String getName()
getName
in class QualityMeasure
public final double evaluate(BayesianNetworks.BayesNet net) throws java.lang.Exception
evaluate
in class QualityMeasure
net
- Description of Parameter
java.lang.Exception
- Description of Exception
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