Table 4.
Results for the proposed combination selection method for Examples 1 and 4
Method | Bias | AUC | |
---|---|---|---|
Example 1 | Standard | 0.030 (0.020, 0.044) | 0.911 (0.905, 0.917) |
New | 0.014 (0.005, 0.026) | 0.916 (0.911, 0.923) | |
Example 4 | Standard | 0.042 (0.012, 0.068) | 0.794 (0.777, 0.834) |
New | 0.010 (-0.018, 0.037) | 0.831 (0.822, 0.838) |
The table gives the median (interquartile range) of the estimated model selection bias and the AUC for D=3 vs. D<3 in test data for the combinations selected by the two approaches