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weka.BayesNet_K2

weka.BayesNet_K2

Visibility: public Uploaded 17-02-2015 by Joaquin Vanschoren Weka_3.7.12 10761 runs
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  • study_1 study_41 Verified_Learning_Curve,Verified_Supervised_Classification weka weka_3.7.12
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Weka implementation of BayesNet

Components

Qweka.K2(5)Search algorithm

Parameters

-do-not-check-capabilitiesIf set, classifier capabilities are not checked before classifier is built (use with caution).
AInitial count (alpha)
BBIF file to compare with
DDo not use ADTree data structuredefault: true
EEstimator algorithm
NInitial structure is empty (instead of Naive Bayes)
PMaximum number of parents
QSearch algorithmdefault: weka.classifiers.bayes.net.search.local.K2
RRandom order. (default false)
SScore type (BAYES, BDeu, MDL, ENTROPY and AIC)
mbcApplies 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.
output-debug-infoIf set, classifier is run in debug mode and may output additional info to the console

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