stanfordmlgroup / ngboost

Natural Gradient Boosting for Probabilistic Prediction
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Custom metric object function involving prediction, upper prediction interval and lower prediction interval #299

Open jasonchanhku opened 1 year ago

jasonchanhku commented 1 year ago

Hi there,

I have a use case that takes the prediction and width of the intervals into account to compute a score. I am aware that we can provide a custom metric object function involving the prediction as mentioned in #213 . However, I would like the function to be able to have the upper and lower prediction interval. Has anyone done something similar before?

Thanks.