fig8

Figure 8. Model fitting data renderings. The X-axis represents the id of the data sample, and the Y-axis represents the value. A: linear regression model; B: respectively are the fitting effects of decision tree regression and random forest, both of which are based on binary trees; C: the model of polynomial regression and XGBoost, both have high prediction accuracies.