nmdwolf
nmdwolf
The standard implementation uses the maximum of the lower and upper quantile residuals. However, one could generalize this method to correct the lower and upper quantiles independently (with some correction...
I agree that adding so-called Mondrian Conformal Prediction to MAPIE would make for an excellent enhancement. Much research and applications these days include conditioning in one form or another, so...