most citedOn Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter

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cs.LG2012★ 90 cited

On Sensitivity of the MAP Bayesian Network Structure to the Equivalent Sample Size Parameter

Tomi Silander, Petri Kontkanen, Petri Myllymaki

BDeu marginal likelihood score is a popular model selection criterion for selecting a Bayesian network structure based on sample data. This non-informative scoring criterion assign…