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java.lang.Object jbnc.operators.Operator jbnc.operators.Augmenter jbnc.operators.TreeAugmenter
Constructs Tree Augmented Naive Bayes classifier (TAN).
Nested Class Summary |
Nested classes inherited from class jbnc.operators.Augmenter |
Augmenter.Result |
Field Summary |
Fields inherited from class jbnc.operators.Augmenter |
cmi |
Fields inherited from class jbnc.operators.Operator |
debugMode |
Constructor Summary | |
TreeAugmenter()
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Method Summary | |
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 |
createFullGraph |
Methods inherited from class jbnc.operators.Operator |
getDebugMode, setDebugMode |
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
public TreeAugmenter()
Method Detail |
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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