Area under the ROC curve for coup prediction models. Most published models achieve AUC of 0.75-0.85 but with high false positive rates given the low base rate. Ward et al. (2010) argue that in-sample statistical significance is insufficient and out-of-sample predictive accuracy should be the standard for evaluating coup models.