What does standard conformal prediction guarantee?

Under exchangeability and correct implementation, what does ordinary split conformal prediction primarily guarantee at miscoverage level α\alpha?

A

The shortest possible prediction set among all valid uncertainty methods

B

Conditional coverage of at least 1−α1-\alpha for every possible feature vector xx

C

Marginal coverage of approximately or at least 1−α1-\alpha over a new exchangeable observation

D

Coverage of 1−α1-\alpha separately within every demographic subgroup