Figure 4
From: Development of risk models of incident hypertension using machine learning on the HUNT study data

Decision curves with histogram of predictions above. The histogram is colored by the proportion of incidence. Net Benefit is standardized to have a max value of 1. Curves are shown as pointwise mean curves with red shaded 95% confidence interval calculated by bootstrapping. KNN K-nearest neighbors, SVM support vector machines, XGBoost eXtreme gradient boosting.