Outcome constraints

[taidbui]

I am a bit new to BayBE and wondering if it supports outcome constraints similar to Ax. https://ax.dev/docs/recipes/outcome-constraints

[Scienfitz]

Hi Tai!

this is not currently possible in the sense of a hard constraint. We are aware of output constraints and they are loosely planned, but tbh I think its not immediately around the corner.

In Pareto mode you can just look at the posterior predictions and subselect the recommendations that suit your constraints (also automatable). This is not ideal as via constraint we could avoid recommendation space being taken by unsuitable combinations, but thats the closes to a workaround currently possible.

[taidbui]

Thanks Martin. It's good to hear from you here. I will create a filter for this to select only suggestions that satisfy the outcome constraints. Agreed that it's not optimal but should be ok for now. I look forward to having this feature implemented in the future release.

[AdrianSosic]

Definite on the roadmap 🚗 !