public void Process()
{
_batchSize = _batch.Count;
if (_batch.Count < MinBatchSize)
{
if (_previousBatch.Count == 0)
{
throw Contracts.Except("The input must contain no less than 12 points.");
}
_bLen = _previousBatch.Count - _batch.Count;
_previousBatch = _previousBatch.GetRange(_batch.Count, _bLen);
_previousBatch.AddRange(_batch);
_modeler.Train(_previousBatch.ToArray(), ref _results);
// move the values to front
for (int i = 0; i < _batch.Count; ++i)
{
for (int j = 0; j < _outputLength; ++j)
{
_results[i][j] = _results[_bLen + i][j];
}
}
}
else
{
_modeler.Train(_batch.ToArray(), ref _results);
}
}
public void Process()
{
_batchSize = _batch.Count;
if (_batch.Count < MinBatchSize)
{
if (_previousBatch.Count == 0)
{
throw Contracts.Except("The input must contain no less than 12 points.");
}
_bLen = _previousBatch.Count - _batch.Count;
_previousBatch = _previousBatch.GetRange(_batch.Count, _bLen);
_previousBatch.AddRange(_batch);
_modeler.Train(_previousBatch.ToArray(), ref _results);
}
else
{
_modeler.Train(_batch.ToArray(), ref _results);
}
}