public class CISearchAlgorithm extends LocalScoreSearchAlgorithm
-mbc Applies a Markov Blanket correction to the network structure, after a network structure is learned. This ensures that all nodes in the network are part of the Markov blanket of the classifier node.
-S [BAYES|MDL|ENTROPY|AIC|CROSS_CLASSIC|CROSS_BAYES] Score type (BAYES, BDeu, MDL, ENTROPY and AIC)
TAGS_SCORE_TYPE
m_bInitAsNaiveBayes, m_bMarkovBlanketClassifier, m_nMaxNrOfParents
Constructor and Description |
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CISearchAlgorithm() |
Modifier and Type | Method and Description |
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String |
getRevision()
Returns the revision string.
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String |
globalInfo()
Returns a string describing this object
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protected boolean |
isConditionalIndependent(int iAttributeX,
int iAttributeY,
int[] iAttributesZ,
int nAttributesZ)
IsConditionalIndependent tests whether two nodes X and Y are independent
given a set of variables Z.
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buildStructure, calcNodeScore, calcScoreOfCounts, calcScoreOfCounts2, calcScoreWithExtraParent, calcScoreWithMissingParent, getMarkovBlanketClassifier, getOptions, getScoreType, listOptions, logScore, markovBlanketClassifierTipText, scoreTypeTipText, setMarkovBlanketClassifier, setOptions, setScoreType
addArcMakesSense, doMarkovBlanketCorrection, initAsNaiveBayesTipText, isArc, maxNrOfParentsTipText, reverseArcMakesSense, search, toString
public String globalInfo()
globalInfo
in class LocalScoreSearchAlgorithm
protected boolean isConditionalIndependent(int iAttributeX, int iAttributeY, int[] iAttributesZ, int nAttributesZ)
iAttributeX
- - index of attribute representing variable XiAttributeY
- - index of attribute representing variable YiAttributesZ
- - array of integers representing indices of attributes in set ZnAttributesZ
- - cardinality of Zpublic String getRevision()
getRevision
in interface RevisionHandler
getRevision
in class LocalScoreSearchAlgorithm
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