Fig. 3

Establishment and comparison of the RF model and SVM model. A Reverse cumulative distribution of |residual| of RF and SVM model. B Boxplots of |residual| for displaying the residual distribution of RF and SVM model. C ROC curves demonstrated the accuracy of the RF and SVM mode. D The random forest model displayed the influence of the number of decision trees on the error rate. E The importance of the m6A regulators based on the RF model