Guess-and-Learn (G&L): Measuring the Cumulative Error Cost of Cold-Start Adaptation

Roland Arnold

Evaluation of machine learning models typically emphasizes final accuracy, overlooking the cost of adaptation: the cumulative errors incurred while learning from scratch. Guess-and…