jbnc.inducers
Class DiscardingBayesianInducer

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

Direct Known Subclasses:

SFANInducer, STANInducer

public abstract class DiscardingBayesianInducer

extends BayesianInducer

Abstract Bayesian network clasifier inducer that is able to discard attribute nodes that are not dependent on the class node.

Since:

June 1, 1999

Author:

Jarek Sacha

Nested Class Summary

Nested classes inherited from class jbnc.inducers.BayesianInducer

BayesianInducer.NetLayout

Field Summary

protected boolean

discardNonDependent Whether nodes that are not dependent on the class node should be dsiscarded from augmenting tree creation.

Fields inherited from class jbnc.inducers.BayesianInducer

debugMode, DEFAULT_APLHA_IJK, layout, net, qualityMeasure

Constructor Summary

DiscardingBayesianInducer()

Method Summary

boolean	getDiscardNonDependent() Gets discardNonDependent flag.
void	setDiscardNonDependent(boolean discard) Sets discardNonDependent flag.

Methods inherited from class jbnc.inducers.BayesianInducer

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

Methods inherited from class java.lang.Object

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

Field Detail

discardNonDependent

protected boolean discardNonDependent

Whether nodes that are not dependent on the class node should be dsiscarded from augmenting tree creation.

Constructor Detail

DiscardingBayesianInducer

public DiscardingBayesianInducer()

Method Detail

setDiscardNonDependent

public void setDiscardNonDependent(boolean discard)

Sets discardNonDependent flag.

Parameters:

discard - The new DiscardNonDependent value

getDiscardNonDependent

public boolean getDiscardNonDependent()

Gets discardNonDependent flag.

Returns:

The DiscardNonDependent value