Evaluating utility of clinical prediction models: A comparison of decision curve analysis and cost curves

Louise AC Millard, Matthew Sperrin, Peter A Flach +1

Classification models typically predict a binary outcome and use one or more decision thresholds to produce a classification or inform a clinical decision. Decision curves and cost…