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Fig. B.3

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Evolution of the SME for the training and validation samples during the training of the ANN. The SME decreases rapidly during the first iterations until convergence is reached. Since the training sample used (the DIAD models) do not have noise, no overfitting occurs (no increase is seen in the validation error with increasing iterations).

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