Fig. 2From: Development and internal validation of a machine-learning-developed model for predicting 1-year mortality after fragility hip fractureReceiver-operating characteristic curve (ROC) of (a) Random Forests algorithm (RF); (b) Gradient Boosting algorithm (GB); (c) Artificial Neural Network algorithm (ANN); (d) Logistic Regression algorithm (LR); (e) Naive Bayes algorithm (NB); (f) Support Vector Machine algorithm (SVM); (g) K-Nearest Neighbors algorithm (KNN); and (h) all algorithmsBack to article page