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

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 curves are model evaluation approaches that assess net benefit and loss across decision thresholds. In this paper we co