xgboost default parameters — scTab Table 6
Default hyperparameter comparator; distinct from tuned Table 1 configuration.
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Default hyperparameter comparator; distinct from tuned Table 1 configuration.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: xgboost default parameters — scTab Table 6 | Protocol: scTab Table 1a: seeded model fits Dataset: scTab processed CELLxGENE 2023-05-15 donor holdouts | 0.5855 ± 0.0112 macro-f1 fraction · higher Uncertainty: type: standard_deviation; value: 0.0112; n: 4 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceNot reported Aggregation: Not reported scTab supplementary comparison tables · Supplementary Table 6, xgboost, default parameters |
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Release 2026-09-30-e37e3ab1284d · Record review: source checked
2 source records and release history
- scTab: Scaling cross-tissue single-cell annotation models · Original source · 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30
- scTab supplementary comparison tables · Original source · Supplementary Information to 10.1038/s41467-024-51059-5
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Stable ID: ucc-research-config-sctab-xgboost-default
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- method: automated_source_review; actor: Codex research coverage worker; reviewed at: 2026-09-30T21:43:56Z; note: Primary-source table transcription and scope review; no independent reproduction or human scientific review.
Related records
- variant of: XGBoost
- configuration: xgboost default-parameter baseline
- configuration: sctab default xgboost