This function takes in all scores for all parents combinations (columns) of all target nodes (rows) and returns the maximum scoring network.
1 2 3 4 5 | ConstructBNUsingMaxScoringParents(
BICandWeight,
all_parent_combinations,
allNodes
)
|
all_parent_combinations |
All possible combinations of parents , upto 3 parents max |
allNodes |
all the target nodes in the network |
BICandWeigh |
Score_LASSO or Score_LOPC for each combination of parents for each target node |
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