// Construtors
public Node(IAttributes attribute, List <int> index)
{
Attribute = attribute;
//continuous
if (Attribute.GetAttributeType() == "continuous")
{
Threshold = attribute.GetThreshold();
// setting the Branchs
lessThanBranch = new Branch("less", Attribute.GetLessThanList(index, Threshold));
GreaterThanBranch = new Branch("greater", Attribute.GetGreaterThanList(index, Threshold));
// add to branches
branchs.Add(lessThanBranch);
branchs.Add(GreaterThanBranch);
// Sets the type of node
nodeType = "Continuous";
}
if (Attribute.GetAttributeType() == "discrete")
{
//Create branches
foreach (string value in Attribute.GetAttributeValues())
{
branchs.Add(new Branch(value, Attribute.GetAttributeValueList(index, value)));
}
// sets the type of node
nodeType = "Discrete";
}
}
