For each of the tasks below, explain which algorithm(s) and error metric(s) you would use and why.

(a) Predict GPA given students’ department, credits taken, study hours, etc.

(b) Predict if a Twitter user is liberal or conservative.

(c) Predict lung cancer from chest X-rays.