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Conformalized Sl

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paper · 2026-04-27
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A comprehensive simulation study shows that the conformalized SL achieves valid finite-sample coverage with competitive performance relative to the true data-generating mechanism. A central contribution of this work is an application to predicting creatinine levels using socio-demographic, biometric, and laboratory measurements.

Conformalized Super Learner for Robust Interval Predictions