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

Reuse this result

Download per-item predictions (parquet) · JSON

@misc{benchtoward_756cd3b48814,
  title = {XGBoost (INSPIRE authors' script) on 30-day postoperative in-hospital mortality (inspire-mortality@0)},
  author = {{BenchToward}},
  year = {2026},
  howpublished = {\url{https://benchtoward.com/r/756cd3b48814}},
  note = {Evaluated 2026-10-29, harness p0.1, run key c8f43271184c}
}

Versions

model	`benchtoward/inspire-xgb` (BenchToward)
task spec hash	`8976694d6a8e4c9095c6771f8a5b98b940d1b4f3cfc55b6f9acf9446bd796bea`
harness	`p0.1`
run key	`c8f43271184ca4c9ec86940f7f726a8614133941b8126f60bd0a6c4c483f7ad7` Run key before the 2026-11 rename: `93dcaeddda49`
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:10.13026/46m4-f655