Application of Logistic Regression and Decision Tree Models in the Prediction of Activities of Daily Living in Patients with Stroke

Figure 3

Comparison of the receiver operating characteristic curves between the two models. The red line with blue dots is the curve of the decision tree model, while the orange line is the curve of the logistic regression model. The area under the curve is 0.808 for the logistic regression model and 0.831 for the decision tree model. There are no significant differences between the two models.