Fig. 6

MMD prediction model using machine learning methods. A: Box plot distribution of the absolute residual of different machine learning models. Horizontal axis: the absolute value of residual. Vertical axis: machine learning models. B: Reverse cumulative distribution of the absolute residual of machine learning methods. C: Receiver Operating Characteristic Curve (ROC) for different machine learning models. D: Feature importance of SVM model. 52 lines correspond to 52 genes in DE-NiNRGs. E: Nomogram for evaluate the degree of influence of 4 crucial genes on MMD prediction. F: Calibration curve of column chart model. G: The DCA curve