Comparison between the RF models and the logistic regressions
REGRESSION
The performance of the RF model and the logistic regression model were compared in the 1 year and the 5-year group. The AUC of the RF model was higher than that of logistic regression in the 1-year cohort, the 5-year cohort, as well as in the external validation set. The RF model can reach a satisfactory performance.