weka.classifiers.bayes.net.search.ci
Class ICSSearchAlgorithm

java.lang.Object
  weka.classifiers.bayes.net.search.SearchAlgorithm
      weka.classifiers.bayes.net.search.local.LocalScoreSearchAlgorithm
          weka.classifiers.bayes.net.search.ci.CISearchAlgorithm
              weka.classifiers.bayes.net.search.ci.ICSSearchAlgorithm

All Implemented Interfaces:

OptionHandler, java.io.Serializable

public class ICSSearchAlgorithm

extends CISearchAlgorithm

ICSSearchAlgorithm implements Conditional Independence based search algorithm for Bayes Network structure learning.

Version:

$Revision: 1.3 $

Author:

Remco Bouckaert

See Also:

Serialized Form

Field Summary

Fields inherited from class weka.classifiers.bayes.net.search.local.LocalScoreSearchAlgorithm

TAGS_SCORE_TYPE

Constructor Summary

ICSSearchAlgorithm()

Method Summary

int	getMaxCardinality()
java.lang.String	globalInfo() This will return a string describing the search algorithm.
static void	main(java.lang.String[] argv)
java.lang.String	maxCardinalityTipText()
void	setMaxCardinality(int nMaxCardinality)

Methods inherited from class weka.classifiers.bayes.net.search.local.LocalScoreSearchAlgorithm

buildStructure, calcNodeScore, calcScoreWithExtraParent, calcScoreWithMissingParent, getOptions, getScoreType, listOptions, logScore, scoreTypeTipText, setOptions, setScoreType

Methods inherited from class weka.classifiers.bayes.net.search.SearchAlgorithm

getMarkovBlanketClassifier, initAsNaiveBayesTipText, markovBlanketClassifierTipText, maxNrOfParentsTipText, setMarkovBlanketClassifier, toString

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

ICSSearchAlgorithm

public ICSSearchAlgorithm()

Method Detail

setMaxCardinality

public void setMaxCardinality(int nMaxCardinality)

getMaxCardinality

public int getMaxCardinality()

maxCardinalityTipText

public java.lang.String maxCardinalityTipText()

Returns:

a string to describe the MaxCardinality option.

globalInfo

public java.lang.String globalInfo()

This will return a string describing the search algorithm.

Returns:

The string.

main

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