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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249 clarification of the symmetry argument in cqr and more general documentation about cqr #443

Closed LacombeLouis closed 1 month ago

LacombeLouis commented 1 month ago

Description

This change adds an example to the documentation that demonstrates the impact of the symmetry parameter in the MapieQuantileRegressor class. The example generates plots for prediction intervals with both symmetry=True and symmetry=False, allowing users to visualize and understand the differences.

Fixes #249.

Type of change

How Has This Been Tested?

Checklist