Take a look at three examples below and answer the following questions:

(a) What can you say about this ROC curve? How this classifier differs from a random guess? Pick one point on a curve and interpret it using examples and illustrations. For example, this point represents a classifier that can detect x% of all patients, who have a disease, but y% those who have not, are classified incorrectly...