Data Science, Machine Learning, Statistics.
actual tradeoffs, if there is a loss of performance. Of course, those tradeoffs do not always land in favor of interpretable models. There are many cases where the best model, as determined by RMSE, F-score and so on, do and should win out irrespective of whether it is interpretable or not. In