jBNC Toolbox

Package jbnc.measures

Class Summary
QualityMeasure Implements an abstract quality measure used by search algorithms to rank Bayesian networks.
QualityMeasureHGC Return value of the Heckerman-Geiger-Chickering measure for a Bayesian network structure (also called Baysian Dirihlet metric).
QualityMeasureLC Measure the quality of the bayesian network on the dataset using local criterion measure.
QualityMeasureLCV LCV - Local Cross Validation.
QualityMeasureLCV_LOO LCV_LOO - Local Cross Validation, Leave-One-Out.
QualityMeasureSB Measure the quality of the bayesian network on the dataset using asymptotic estimate of the standard bayes measure.
 


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