Table 3 Median and 2.5 and 97.5 percentiles of difference in under- and overtriage rates between learners (calculation on 1000 runs)
Events per free parameter | Data set | Difference in undertriage LogReg-XGBoost | Difference in overtriage LogReg-XGBoost |
|---|---|---|---|
10 | SweTrau | 0 [− 0.354, 0.025] | 0 [− 0.005, 0.265] |
10 | NTDB | − 0.005 [− 0.398, 0.035] | 0.004 [− 0.017, 0.433] |
25 | SweTrau | 0 [− 0.301, 0.015] | 0 [− 0.003, 0.238] |
25 | NTDB | − 0.005 [− 0.39, 0.023] | 0.003 [− 0.015, 0.427] |
100 | SweTrau | 0 [− 0.025, 0.005] | 0 [− 0.001, 0.008] |
100 | NTDB | 0 [− 0.396, 0.005] | 0 [− 0.003, 0.427] |
1000 | NTDB | 0 [− 0.386, 0] | 0 [− 0.001, 0.422] |