This is the repository for the implementation of Decision Curve Analysis in MATLAB. The function in this repository evaluates the clinical value of predictive models for a binary classification problem. Decision curve analysis identifies the range of threshold probabilities in which a model is of clinical value, the magnitude of benefit, and which of several models is optimal [1].
[1] Vickers, A. & Elkin, B. (2006). Decision curve analysis: a novel method for evaluating predicion models. Medical Decision Making 26, no. 6 (2006): 565-574.