Irrigation-district growers will challenge any black-box model that sets the recommended start date. A deeper network might score slightly better on a holdout. What should decide the algorithm?
Select an answer to reveal the explanation.
Short Explanation
Think of growers who will challenge any black-box start date. Keep a linear or otherwise explainable model. A slightly better deep network still loses if nobody can read it.
Full Explanation
Interpretability is a hard selection rule when growers will challenge a black box. A linear or otherwise explainable model stays in front of a slightly better deep network. Rekognition does not explain a start date, and waiting until production is too late.