Table 2 Results for the real celiac dataset
| Method | AUC | pAUC | # predictors | Execution time (s) |
|---|---|---|---|---|
| C+T-max | 0.825 (0.000664) | 0.0289 (0.000187) | 8360 (744) | 130 (0.143) |
| PLR | 0.887 (0.00061) | 0.0411 (0.000224) | 1570 (46.4) | 190 (1.21) |
| PLR3 | 0.891 (0.000628) | 0.0426 (0.000219) | 2260 (56.1) | 296 (2.03) |
The results are averaged over 100 runs where the training step is randomly composed of 12,000 individuals. In the parentheses is reported the SD of
bootstrap samples of the mean of the corresponding variable. Results are reported with three significant digits.
