Comparison of correctly and incorrectly classified patients for in-hospital mortality prediction in the intensive care unit

Table 2 Average model performance

Model	Mean AUROC [std]	Mean AUPRC [std]	Mean Brier score [std]
XGB	0.872 [0.004]	0.488 [0.012]	0.068 [0.001]
ADA	0.870 [0.003]	0.475 [0.012]	0.238 [0.004]
LR	0.858 [0.004]	0.434 [0.013]	0.153 [0.002]
APACHE IV	0.862 [0.004]	0.465 [0.011]	0.070 [0.001]

ISSN: 1471-2288