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
New feature (non-breaking change which adds functionality)
How Has This Been Tested?
[x] Ran the script and visually inspected the generated plots to ensure they display correctly.
[x] Verified that the explanation accurately reflects the results shown in the plots.
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
make lint
make type-check
make tests
make coverage
make doc