The value of the false positive rate is that it lets you know the probability of a true-miss. Depending on the classification exercise, you may be concerned wit

The value of the false positive rate is that it lets you know the probability of a true-miss. Depending on the classification exercise, you may be concerned with false positives, where the consequence of a missed call is significantly greater than an unwarranted checkup from a human doctor.