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java.lang.Objectjbnc.inducers.BayesianInducer
jbnc.inducers.FANInducer
public class FANInducer
Constructs Forest Augmented Naive Bayes classifier (FAN).
Nested Class Summary |
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Nested classes/interfaces inherited from class jbnc.inducers.BayesianInducer |
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BayesianInducer.NetLayout |
Field Summary |
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Fields inherited from class jbnc.inducers.BayesianInducer |
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debugMode, DEFAULT_APLHA_IJK, layout, net, qualityMeasure |
Constructor Summary | |
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FANInducer()
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Method Summary | |
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static void |
main(java.lang.String[] arg)
Used for testing of the FAN algorithm. |
void |
train(FrequencyCalc fc,
boolean usePriors,
double alpha_ijk)
Construct FAN network from the training data. |
Methods inherited from class jbnc.inducers.BayesianInducer |
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clean, getDebugMode, getNetwork, getQualityMeasure, reset, setDebugMode, setQualityMeasure, train, verifyDataset |
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 FANInducer()
Method Detail |
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public static void main(java.lang.String[] arg)
arg
- The command line argumentspublic void train(FrequencyCalc fc, boolean usePriors, double alpha_ijk) throws java.lang.Exception
train
in class BayesianInducer
fc
- Description of ParameterusePriors
- Description of Parameteralpha_ijk
- Description of Parameter
java.lang.Exception
- Description of Exception
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