Fig. 2From: The effect of data balancing approaches on the prediction of metabolic syndrome using non-invasive parameters based on random forestMetS prediction ROC curves based on different data balancing methods by sex. A ROC curve in men using imbalance data; B ROC curve in women using imbalance data; C ROC curve in men using the SMOTE method; D ROC curve in women using the SMOTE method; E ROC curve in men using the SplitBal method; F ROC curve in women using the SplitBal methodBack to article page