metabolic_metabolomics · derived_clinical_score

Triglyceride–glucose index (TyG)

Valid comparisons for this clinically grounded task are grouped by fixed information set.

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Per-track results

Benchmark Tracks

tyg/6581fd083236

anthropometrics, sleep

Scored split: test. Primary metric: r2 (higher is better).

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.1906604
2HPP Curated PanelGradient-boosted trees0.1777604
3HPP Curated PanelRidge0.1737604

tyg/97c211699ffb

anthropometrics, dxa

Scored split: test. Primary metric: r2 (higher is better).

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.3177524
2HPP Curated PanelGradient-boosted trees0.3034524
3HPP Curated PanelRidge0.2937524