A ROC diagram or ROC curve is a visualisation of the precision–recall trade-off. A ROC diagram can also be used to help choise between classifiers.
Used on pages 176, 189
Also known as receiver operating characteristic, ROC curve
ROC curve -- trade-off between false positive and false negative rates
ROC curve -- choosing between classifiers