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weka.K2

weka.K2

Visibility: public Uploaded 17-02-2015 by Joaquin Vanschoren Weka_3.7.12 0 runs
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G.F. Cooper, E. Herskovits (1990). A Bayesian method for constructing Bayesian belief networks from databases. G. Cooper, E. Herskovits (1992). A Bayesian method for the induction of probabilistic networks from data. Machine Learning. 9(4):309-347.

Parameters

NInitial structure is empty (instead of Naive Bayes)
PMaximum number of parentsdefault: 1
RRandom order. (default false)
SScore type (BAYES, BDeu, MDL, ENTROPY and AIC)default: BAYES
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.

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