What does conformal prediction provide?

Question: What is the main goal of conformal prediction? A) To produce prediction sets or intervals with statistical coverage guarantees under suitable assumptions B) To remove the need for validation data C) To guarantee zero training error D) To make every model linear Correct: A Explanation: Conformal prediction wraps around predictive models to produce uncertainty sets or intervals. Under exchangeability assumptions, it can provide finite-sample coverage guarantees. Topic: advanced ML / uncertainty / conformal prediction