public BICScoringFunction(BayesianNetwork network, RecordFile recordFile, LogLikelihoodCalculator llc, Constraints constraints)
{
this.network = network;
this.llc = llc;
this.constraints = constraints;
baseComplexityPenalty = Math.Log(recordFile.Size()) / 2;
}
public ScoreCalculator(ScoringFunction scoringFunction, int maxParents, int variableCount, int runningTime, Constraints constraints)
{
this.scoringFunction = scoringFunction;
this.maxParents = maxParents;
this.variableCount = variableCount;
this.runningTime = runningTime;
this.constraints = constraints;
}
public BDeuScoringFunction(double ess, BayesianNetwork network, ADTree adTree, Constraints constraints)
{
this.network = network;
this.adTree = adTree;
this.constraints = constraints;
this.ess = ess;
for (int x = 0; x < network.Size(); x++)
{
Scratch s = new Scratch();
s.Variable = x;
s.Lri = Math.Log(network.GetCardinality(x));
s.invalidParents = new HashSet<ulong>();
scratchSpace.Add(s);
}
}