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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FIX bug #462: Decoupling infinite interval production and quantile calculation #463

Closed thibaultcordier closed 3 weeks ago

thibaultcordier commented 3 weeks ago

Description

Decoupling infinite interval production and quantile calculation

Fixes #462

Type of change

Bug fix (non-breaking change which fixes an issue)

How Has This Been Tested?

[x] Test when alpha and the number of effective calibration samples are compatible
[x] Test that the production of infinite intervals and the calculation of quantiles are properly decoupled

Checklist

[x] I have read the contributing guidelines
[ ] I have updated the HISTORY.rst and AUTHORS.rst files
[x] Linting passes successfully : make lint
[x] Typing passes successfully : make type-check
[x] Unit tests pass successfully : make tests
[x] Coverage is 100% : make coverage
[x] Documentation builds successfully : make doc