Fig. 3

External validation of the results with the Camargo cohort. ROC curves for the assessed machine learning methods, with the clinical variables included in sets 1 (A) and 2 (B). Radar plot in the validation phase for the clinical variables included in sets 1 (C) and 2 (D). SVM: Support Vector Machine, DT: Decision Trees, GNB: Gaussian Naïve Bayes, KNN: K-Nearest Neighbors, XGB: Extreme Gradient Boosting.