private NormalDistributionDecisionTree(NormalDistributionDecisionTree tree1, NormalDistributionDecisionTree tree2)
{
decisions = new List <PercentageDecision>();
foreach (PercentageDecision decision in tree1.decisions)
{
decisions.Add(decision);
}
foreach (PercentageDecision decision in tree2.decisions)
{
PercentageDecision foundDecision = decisions.FirstOrDefault(x => (int)x.DecisionObject == (int)decision.DecisionObject);
if (foundDecision != null)
{
foundDecision.Percentage += decision.Percentage;
}
else
{
decisions.Add(decision);
}
}
decisions.ForEach(x => x.Percentage /= 2);
//Creates the decision tree
decisionTree = new PercentageDecisionTree();
decisionTree.AddDecisions(decisions);
}
public static NormalDistributionDecisionTree Merge(NormalDistributionDecisionTree tree1, NormalDistributionDecisionTree tree2)
{
return(new NormalDistributionDecisionTree(tree1, tree2));
}