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tidymodels / tailor

Iterative Steps for Postprocessing Model Predictions
https://tailor.tidymodels.org
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only in new data flag #47

Open topepo opened 2 weeks ago

topepo commented 2 weeks ago

Sort of like skipping in recipes, can we put a flag in adjust_predictions_custom() to apply it to new data (i.e. not during the model optimization/evaluation cycle)?

I'd like people to avoid exponentiating predictions prior to metric computations. We could add a similar flag to fit.tailor() that says, "We are in pure new sample prediction mode." We can set that appropriately in tune.

simonpcouch commented 2 weeks ago

Related, maybe duplicate, of #18.