Figure A7.
A box plot compares baseline A U C variability for X G B, L R and H F models across 12 C P V categories from 2018 to 2021.The box plot presents A U C scores from about 0.60 to 1.00 across the 12 C P V categories. X G B A U C remains highest across every category, with distributions mostly between about 0.92 and 0.99. Its highest values occur near 0.99 for 33100, 33141, 33690 and 34300, while 34144 and 60130 show lower distributions around 0.91 to 0.94 and 0.90 to 0.95. L R A U C varies more widely, from about 0.65 to 0.91, with relatively high distributions for 33141 and 34300 and lower distributions for 60130 and 66510. H F A U C generally ranges from about 0.67 to 0.85, with higher values for 33690 and 34300 and lower values for 33100, 33140, 33600 and 60130.

AUC distributions by CPV category across model specifications (XGBoost vs baselines), 2018–2021

or Create an Account

Close subscription notice
Close access options