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Fig. E.1

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Learning curves of the best-performing network in the committee of SANSA. This network is trained for > 600 epochs. The best state of the network that can be possibly achieved is determined by the minimal value of NL3 while |χ2 − 2| < 0.05 for the validation set and that occurs at epoch j* = 531 during training.

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