XGBoost (INSPIRE authors' script) on inspire-mortality@0

Run 756cd3b48814 · baseline · evaluated 2026-10-29

Scores

auroc	0.924 (0.894–0.947)
auprc	0.097 (0.051–0.176)
n	29178
tokens (in / out)	0 / 0
cost (USD)	0.0000

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@misc{medbench_756cd3b48814,
  title = {XGBoost (INSPIRE authors' script) on 30-day postoperative in-hospital mortality (inspire-mortality@0)},
  author = {{medbench.kr}},
  year = {2026},
  howpublished = {\url{https://medbench.kr/r/756cd3b48814}},
  note = {Evaluated 2026-10-29, harness p0.1, run key 93dcaeddda49}
}

Versions

model	`medbench/inspire-xgb` (medbench.kr)
task spec hash	`b511ba3780ec4a3391372483053ab1ad4c6afdb50968cb9cf3ef0cf4dfa383e8`
harness	`p0.1`
run key	`93dcaeddda49e206efb908ee5a13cb7176bcbe45eeab221a097b17e380e8c7a4`
config	`{"data_hash": "66de4aacf47eda2db6327572ddfd7d3d9dfc8b3b2cd654d3a70b1d05d772c54b", "eval_split": "test", "params": {"colsample_bytree": 0.8, "eval_metric": "logloss", "max_depth": 4, "n_estimators": 50, "subsample": 0.8}, "train_split": "train", "versions": {"xgboost": "3.4.1"}}`

Data

INSPIRE, CC BY 4.0.

Lim L, Lee H, Jung CW, Sim D, Borrat X, Pollard TJ, Celi LA, Mark RG, Vistisen ST, Lee HC. INSPIRE, a publicly available research dataset for perioperative medicine. Sci Data. 2024;11:655. doi:10.1038/s41597-024-03517-4. Data: INSPIRE version 1.3, doi:10.13026/4evs-wq50