Minyus / causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

Home Page:https://causallift.readthedocs.io/

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The robustness of uplift

crystalowl opened this issue · comments

Hi
I think this package is really useful in the campaign evaluation.

But I'm curious how could we assess the robustness of expected uplift?
I tried to review the references but didn't find the related discussion.

Thanks

Hi @crystalowl ,

I would suggest you compare the uplift scores for training and validation data sets.
If too different, the built model is not robust.