Profit, Not Accuracy! An Introduction to Machine Learning Valuation

There’s a fundamental problem with the typical machine learning model-development process: It evaluates models in terms of technical metrics like AUC, precision, or F-score, rather than business metrics like profit or savings - the stuff that actually matters to the company.