Table 10 Comparison of the area under the ROC of the three models
From: Application of three statistical models for predicting the risk of diabetes
Predictive model | SE | Z | P |
|---|---|---|---|
BP Neural network model vs Logistic Regression model | 0.0111 | 6.210 | < 0.001 |
Logistic Regression model vs Decision tree model | 0.0100 | 1.310 | 0.190 |
BP Neural network model vs Decision tree model | 0.0108 | 7.649 | < 0.001 |