A community-theater model that predicts who will attend a Saturday show has a strong F1 score. Weekend box-office overtime did not drop, and concession sales stayed flat. Which kind of measure should leadership review next?
Select an answer to reveal the explanation.
Short Explanation
Think of a play that sells every seat on paper and still does not pay the overtime bill. F1 says the guesses are good. Business metrics ask whether cost, ROI, or happy patrons actually moved. GPU heat and RMSE do not replace that.
Full Explanation
Model metrics such as F1 describe prediction quality. Business metrics such as cost, ROI, and satisfaction describe whether the program paid off. A strong F1 with unchanged overtime and flat sales is a cue to look at those business measures. Hardware temperature is not a program outcome, and RMSE does not replace ROI on a yes-or-no attendance call.