jbnc.inducers
Class SFANInducer

java.lang.Object
  jbnc.inducers.BayesianInducer
      jbnc.inducers.DiscardingBayesianInducer
          jbnc.inducers.SFANInducer

public class SFANInducer

extends DiscardingBayesianInducer

Constructs Selective Forest Augmented Naive Bayes classifier (SFAN).

Since:

June 1, 1999

Author:

Jarek Sacha

Nested Class Summary

Nested classes inherited from class jbnc.inducers.BayesianInducer

BayesianInducer.NetLayout

Field Summary

Fields inherited from class jbnc.inducers.DiscardingBayesianInducer

discardNonDependent

Fields inherited from class jbnc.inducers.BayesianInducer

debugMode, DEFAULT_APLHA_IJK, layout, net, qualityMeasure

Constructor Summary

SFANInducer()

Method Summary

static void	main(java.lang.String[] arg) Used for testing of the SFAN algorithm.
void	train(FrequencyCalc fc, boolean usePriors, double alpha_ijk) Construct SFAN network from the training data

Methods inherited from class jbnc.inducers.DiscardingBayesianInducer

getDiscardNonDependent, setDiscardNonDependent

Methods inherited from class jbnc.inducers.BayesianInducer

clean, getDebugMode, getNetwork, getQualityMeasure, reset, setDebugMode, setQualityMeasure, train, verifyDataset

Methods inherited from class java.lang.Object

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

Constructor Detail

SFANInducer

public SFANInducer()

Method Detail

main

public static void main(java.lang.String[] arg)

Used for testing of the SFAN algorithm.

Parameters:

arg - The command line arguments

train

public void train(FrequencyCalc fc,
                  boolean usePriors,
                  double alpha_ijk)
           throws java.lang.Exception

Construct SFAN network from the training data

Specified by:

train in class BayesianInducer

Parameters:

fc - Description of Parameter

usePriors - Description of Parameter

alpha_ijk - Description of Parameter

Throws:

java.lang.Exception - Description of Exception