This video suggests there might be a bug in implementation due to coverage dropping for ICP

scikit-learn-contrib / MAPIE

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

https://mapie.readthedocs.io/en/latest/

BSD 3-Clause "New" or "Revised" License

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This video suggests there might be a bug in implementation due to coverage dropping for ICP #451

Closed valeman closed 1 month ago

valeman commented 1 month ago

https://www.youtube.com/watch?v=k6k_bUYyUNg&ab_channel=MLBoost

thibaultcordier commented 1 month ago

Thank you for sharing the video link which suggests a bug in the coverage validity. I have initiated a new issue that explains the reason for the bug as well as additional material that allows users to reproduce the bug.