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Fig. 9.

image

Top left: learning curve for the train and the test set of the AVG500 dataset, with smoothing θs = 2′, for the w0 parameter. Top right: learning curve for the test set of the AVG100, AVG300, and AVG500 datasets, with smoothing θs = 2′, for the w0 parameter. Bottom left: learning curve for the test set of the AVG300 dataset, with smoothing θs = {2′,4′,6′}, for the w0 parameter. Bottom right: same as in the middle panel but for the ΩM parameter. In all cases, we performed a three-fold cross-validation.

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