Fig. 3
From: Identifying substance use risk based on deep neural networks and Instagram social media data

Evaluation of our approach on a held-out test set of 228 individuals. a Receiver operating characteristic (ROC) curves of our risk identification approach on the held-out test set for different substances. b The evaluation results of our machine learning model and the associated 95% confidence intervals for four different substances