Allow infinite prediction intervals to be produced in 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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Allow infinite prediction intervals to be produced in regressor classes #390

Closed thibaultcordier closed 9 months ago

thibaultcordier commented 9 months ago

Is your feature request related to a problem? Please describe. When using alpha=0, the code raises a value error. In theory, it is possible to produced iinfinite prediction intervals.

Describe the solution you'd like Allow infinite prediction intervals to be produced in regressor classes.