Figure 7From: How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysisROC analysis and AUC a) Principle of ROC analysis. b) Comparison of predictors based on the ROC curves when the methods are tested with the same dataset (benchmark). c) If the curves cross the comparison is no more meaningful.Back to article page