What methods are available for independence tests in the bnet action?

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Réponse

The bnet action supports several methods for independence tests, specified by the 'indepTest' parameter: CHISQUARE (chi-square statistic), GSQUARE (G-square statistic), MI (normalized mutual information), CHIGSQUARE (both chi-square and G-square), and ALL (chi-square, G-square, and mutual information).
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bnet

bayesianNetClassifier

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Other questions about bnet
What options are available for handling missing values in nominal variables? What is the function of the 'maxParents' parameter? What are the different network structures that can be learned with the bnet action? How does the bnet action handle missing values in interval variables? How can the model be saved for future scoring?
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