An AUC of 1 indicates a perfect test. An AUC of 0.5 suggests no discrimination, equivalent to random guessing. An AUC below 0.5 indicates a poor test, worse than random guessing.
In cancer diagnosis, an AUC closer to 1 is desirable as it means the test has a high sensitivity and specificity.
