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java.lang.Objectjbnc.operators.Operator
jbnc.operators.Augmenter
jbnc.operators.TreeAugmenter
public class TreeAugmenter
Constructs Tree Augmented Naive Bayes classifier (TAN).
Nested Class Summary |
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Nested classes/interfaces inherited from class jbnc.operators.Augmenter |
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Augmenter.Result |
Field Summary |
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Fields inherited from class jbnc.operators.Augmenter |
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cmi |
Fields inherited from class jbnc.operators.Operator |
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debugMode |
Constructor Summary | |
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TreeAugmenter()
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Method Summary | |
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Augmenter.Result |
train(java.util.List gamma,
java.util.List lambda,
FrequencyCalc fc,
QualityMeasure qm,
boolean usePriors,
double alpha_ijk)
It is assumed that 'gamma' and 'lambda' have no elements in common. |
Methods inherited from class jbnc.operators.Augmenter |
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createFullGraph |
Methods inherited from class jbnc.operators.Operator |
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getDebugMode, setDebugMode |
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 TreeAugmenter()
Method Detail |
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public final Augmenter.Result train(java.util.List gamma, java.util.List lambda, FrequencyCalc fc, QualityMeasure qm, boolean usePriors, double alpha_ijk) throws java.lang.Exception
train
in class Augmenter
gamma
- lambda
- qm
- not used by TreeAugment, and can be set to null.fc
- Description of ParameterusePriors
- Description of Parameteralpha_ijk
- Description of Parameter
java.lang.Exception
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