Mathematical Problems in Engineering / 2010 / Article / Tab 6

Research Article

Stacked Heterogeneous Neural Networks for Time Series Forecasting

Table 6

The errors of the model for the ozone data (window size 10).

MSE on original dataMSE on normalized data

TrainingNormal NN0.2033.609×10-3
Exponential NN0.2223.949×10-3
Stack0.2013.569×10-3

TestingNormal NN1.32823.615×10-3
Exponential NN1.23822.014×10-3
Stack1.31223.336×10-3

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