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by shoo 1850 days ago
In some cases there can be a large improvement going from status quo (if status quo is rather lacklustre) to a simple model, and it may not be worth doing anything more complicated if the accuracy of the component in question is no longer a bottleneck of overall system performance.

Maybe a simple model with a well-chosen prior informed by domain knowledge does the job.