Stacked Heterogeneous Neural Networks for Time Series Forecasting

Table 8

The errors of the model for the UK industrial production data (window size 10).

		MSE on original data	MSE on normalized data
Training	Normal NN	0.861	$9.682\times {10}^{-5}$
	Exponential NN	0.862	$9.702\times {10}^{-5}$
	Stack	0.862	$9.702\times {10}^{-5}$
Testing	Normal NN	319.766	$3597.439\times {10}^{-5}$
	Exponential NN	7.264	$81.724\times {10}^{-5}$
	Stack	7.264	$81.724\times {10}^{-5}$