Abstract: Conformal prediction (CP) is known to theoretically guarantee prediction interval coverage under the exchangeability assumption. However, industrial time series collected from real-world ...
Background: The examination of the endoscope and the subsequent rediscovery of polyps after endoscopic intervention presents a significant clinical challenge. Multiple factors may contribute to this ...
Ebstein's anomaly and tricuspid valve dysplasia are associated with perinatal mortality approaching 50% and are among the most difficult fetal conditions to manage. Prediction of perinatal mortality ...
Example of how prediction distributions (PDs; panel A) combined with prediction intervals (PIs; panel B) can be used to understand the generality of population effect size. The overall and ...
Evolution & Ecology Research Centre and School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, Australia Division of Ecology and Evolution, Research School of ...
To generate a high-confidence statistical forecast with upper and lower confidence limits, you can combine a statistical forecasting model with the computation of prediction intervals. Confidence ...
In machine learning, reliable predictions and uncertainty quantification are critical for decision-making, particularly in safety-sensitive domains like healthcare. Model calibration ensures ...
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