public override void Start()
{
CheckIfInputsAreProvided();
DataObjects.BSDataObject tmp;
Inputs.TryPop(out tmp);
double[][] modelTrainInput, modelTrainOutput;
inputProvider = new WindowingInputProvider(kDefaultLag, _windowSize);
inputProvider.GenerateInputAndOutput(tmp.DataArray, out modelTrainInput, out modelTrainOutput);
IForecastingModel model = _modelBuilder.TrainNewModel(modelTrainInput, modelTrainOutput);
model.InputProvider = inputProvider;
Output = (DataObjects.BSDataObject)model;
}