public static Output ProcessInstance(Tree tree, Instance i)
{
if (tree.Leaf != null)
{
return tree.Leaf;
}
return ProcessInstance(tree.TreeForInstance(i), i);
}
private Tree LeafForEachFeature()
{
// each feature is the last item
var branches = new Dictionary<Feature, Tree>();
foreach (var instance in Instances)
{
foreach (var feature in instance.Features)
{
if (branches.Any(k => k.Key.Value == feature.Value))
{
continue;
}
branches[feature] = new Tree
{
Leaf = instance.Output
};
}
}
return new Tree
{
Branches = branches
};
}
