public void Add(Sequence <T> sequence)
{
PredictionTree <T> lastNode = null;
if (!sequence.Any())
{
throw new InvalidOperationException("Sequence cannot be empty.");
}
if (tree == null)
{
lastNode = tree = new PredictionTree <T>(sequence.Head, null);
if (sequence.Tail.Any())
{
lastNode = tree.Add(sequence.Tail);
}
}
else
{
lastNode = tree.Add(sequence);
}
index.Add(sequence);
lookup.Add(sequence.Id, lastNode);
}
public void Learn(IEnumerable <T> sample)
{
Sequence <T> sequence = new Sequence <T>(++sampleCount, splitLength == 0 ? sample : sample.TakeLast(splitLength));
PredictionTree <T> lastNode = null;
if (!sequence.Any())
{
throw new InvalidOperationException("Sequence cannot be empty.");
}
if (tree == null)
{
lastNode = tree = new PredictionTree <T>(sequence.Head, null);
if (sequence.Tail.Any())
{
lastNode = tree.Add(sequence.Tail);
}
}
else
{
lastNode = tree.Add(sequence);
}
invertedIndex.Add(sequence);
lookupTable.Add(sequence.Id, lastNode);
}
public PredictionTree <T> Add(Sequence <T> sequence)
{
if (!sequence.Any())
{
throw new InvalidOperationException("Sequence cannot be empty.");
}
var head = sequence.Head;
var tail = sequence.Tail;
PredictionTree <T> node = null;
if (Contains(head))
{
node = Get(head);
}
else
{
node = Add(head);
}
if (tail != null && tail.Any())
{
return(node.Add(tail));
}
else
{
return(node);
}
}