Define a dedicated symmetry value in the regressor classes

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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Define a dedicated symmetry value in the regressor classes #389

Closed thibaultcordier closed 6 months ago

thibaultcordier commented 6 months ago

Is your feature request related to a problem? Please describe. It is not clear what is the symmetry value used by conformity scores in the regressor classes.

Describe the solution you'd like Define a dedicated symmetry value in the regressor classes (sym=True for MapieRegressor and sym=False for MapieTimeSeriesRegressor).