Efficiency of conformalized ridge regression

8 Apr 2014Evgeny BurnaevVladimir Vovk

Conformal prediction is a method of producing prediction sets that can be applied on top of a wide range of prediction algorithms. The method has a guaranteed coverage probability under the standard IID assumption regardless of whether the assumptions (often considerably more restrictive) of the underlying algorithm are satisfied... (read more)

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