Fig. 3

Evaluation of the predictive models. a The left picture showed the average ROC curves from of nine models in the validation sets. Mean AUC values with standard deviations of different prediction models were shown in the box. b The right picture showed average PR curves, indicating the tradeoff between precision and recall. Mean AP values with standard deviations of different prediction models were shown in the box. c The box plot is ranked according to the performance of the nine models using AU-ROC mean. The green triangle in the box stands for the mean values