Fig. 4: Features importance expressed as percentage impact on the prediction, considering nutritional features only.

Positive values are associated with better outcomes (decreased risk of EUGR). External performance metrics across the five EUGR-balanced datasets are reported in the boxes. Acc accuracy, F1 F1-score, Prec precision, Rec recall, AUROC area under the receiving operating characteristic curve.