Table 4 Pairwise comparison of AUC for LASSO model, XGBoost model, LR model and NEWS 2 model
Comparison between models | Z statistic | 95% Confidence interval | Significance level (p value) |
|---|---|---|---|
LASSO model vs XGBoost model | 0.8 | -0.003 to 0.007 | 0.40 |
NEWS 2 model vs LASSO model | -10 | -0.114 to -0.075 |  < 0.001 |
NEWS 2 model vs XGBoost model | -9 | -0.112 to -0.073 |  < 0.001 |
LASSO model vs LR model | -1 | -0.016 to 0.003 | 0.20 |
XGBoost model vs LR model | -2 | -0.019 to 0.002 | 0.10 |
NEWS 2 model vs LR model | -10 | -0.121 to -0.081 |  < 0.001 |