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Averaged ROC curve obtained for EGFR predictive model based on semantic features. For each of the N = 100 runs, the ROC curve is calculated. The blue line depicts the arithmetic average ROC curve and the shading the standard deviation. The red dashed lines indicate ROC curves of at-chance classifiers.
