We assessed if synthetic accessibility scores correctly predicted the results of retrosynthetic planning. To find the optimal score thresholds that discriminate synthesizable target molecules from non-synthesizable ones, we analyzed a receiver operating curve (ROC), cf. Figure . It allows for finding the best balance between the sensitivity and specificity of the classifier.