/// <summary>
/// Given a Case by which to test with a ID3_Node representing a decision tree, find the tree's label variant number for the Case and return it.
/// </summary>
/// <returns></returns>
public static int TestWithTree(Case test, ID3_Node Tree)
{
if (ReferenceEquals(Tree.getChildren(), null))
{
return(Tree.Value);
}
/*
* if(Tree.getChildren()[test.AttributeVals[Tree.AttributeID]] == null) //if the child is null pick another value that is valid. (example not present in training data)
* {
* if(Tree.getChildren().Length == test.AttributeVals[Tree.AttributeID])
* }*/
// we have to assume that the attribute values are integers and that the attributes are not purely numeric
return(TestWithTree(test, Tree.getChildren()[(int)test.AttributeVals[Tree.AttributeID]]));
}
