Hart, Webster, and Menzies (1993) recently offered several recommendations for describing the accuracy of violence predictions using 2 x 2 contingency tables. This Comment describes some problems with their recommendations and suggests that researchers use receiver operating characteristic (ROC) analysis to quantify prediction accuracy.