Fig. 5

ROC (receiver operating characteristic) curves with an area under the ROC curve (AUC) for the RF-ML algorithm Butyrivibrio fibrisolvens, Blautia caecimuris, Coprococcus comes and waist circumference as joint predictors/discriminators between pre- and post-intervention in INT. Abbreviations: FPR false-positive rate; HIT high-intensity training group; RF-ML Random Forest Machine Learing; TPR true positive rate