Subgroup State Prediction under Different Noise Levels Using MODWT and XGBoost

Figure 1

The decision tree result of how the baseline information influences the state’s rate. The model in use is CART, and the baseline variables include age, height, sex, and weight. The state ratio for each individual is the percentage of state one over all his or her observations.