Fig. 4

Model accuracy comparison using residuals for random forest (RF) and support vector machine (SVM) (A, B); receiver operating characteristic (ROC) curve indicating superior performance of RF (C); error rate reduction over RF iterations (D); importance of m6A regulatory variables (E); nomogram for VTE risk prediction (F); and model validation through discrimination and calibration curves (G-I).