Figure 5.The performance of the random forest model in the public datasets. (A, B) The ROC analysis of the diagnosis model in the training (A) and external validation (B) datasets. (C, D) The confusion matrices of the model in the training (C) and external validation (D) datasets. Abbreviations: ROC: receiver operating characteristic.
