Why ANN gives this result?

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Rita
Rita on 3 Oct 2016
Edited: Rita on 3 Oct 2016
I have run the ANN for prediction (curve fitting) with two different of dataset separately.The first dataset is whole 4 years of environmental data and the second ANN have run for each year separately. The mean square error (MSE) of ANN with total 4 years is higher than the MSE for each separate year I have no idea why it happens? Is this related to the generalization of the network?

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