Stacked Heterogeneous Neural Networks for Time Series Forecasting

Table 7

The errors of the model for the UK industrial production data (window size 5).

		MSE on original data	MSE on normalized data
Training	Normal NN	1.185	$0.132\times {10}^{-3}$
	Exponential NN	0.988	$0.111\times {10}^{-3}$
	Stack	0.988	$0.111\times {10}^{-3}$
Testing	Normal NN	296.895	$33.281\times {10}^{-3}$
	Exponential NN	9.810	$1.099\times {10}^{-3}$
	Stack	9.810	$1.099\times {10}^{-3}$