Training-conditional conformal prediction does not estimate Bernoulli probabilities and can trivially satisfy its PAC guarantee, making it unsuitable for statistical safety certification.
Conformal prediction: A gentle introduction
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On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals
Training-conditional conformal prediction does not estimate Bernoulli probabilities and can trivially satisfy its PAC guarantee, making it unsuitable for statistical safety certification.