Logistic regression on last-minute MAP on vitaldb-ioh@0

Run b71aefd9f830 · baseline tier · evaluated 2026-10-29

Scores

auroc	0.852 (0.837–0.866)
auprc	0.321 (0.289–0.353)
brier	0.038 (0.035–0.042)
n	23106
tokens (in / out)	0 / 0
cost (USD)	0.0000

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@misc{medbench_b71aefd9f830,
  title = {Logistic regression on last-minute MAP on Intraoperative hypotension 5 min ahead (numeric MAP) (vitaldb-ioh@0)},
  author = {{medbench.kr}},
  year = {2026},
  howpublished = {\url{https://medbench.kr/r/b71aefd9f830}},
  note = {Evaluated 2026-10-29, harness p0.1, run key ead32b327337}
}

Versions

model digest	`medbench/ioh-logreg-lastmap:v0`
task spec hash	`ed8c557f5d0a0378ee95af2d3bf647382e02c802e36cc078eb9a87d99b187f75`
harness	`p0.1`
run key	`ead32b3273376efaf8b18bc0556c81fdeeb9be20df24cc510c3d09cde4f10b15`
config	`{"data_hash": "923b2c6f38b4f0d65571b34ba960bc5d0037532eb6c866fed7dbe343f92ea734", "eval_split": "test", "train_split": "train"}`

Data

VitalDB, CC BY 4.0.

Lee HC, Park Y, Yoon SB, Yang SM, Park D, Jung CW. VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients. Sci Data. 2022;9:279. doi:10.1038/s41597-022-01411-5