metabolic_metabolomics · nmr_metabolomics

Total branched-chain amino acids (NMR)

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

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Per-track results

Benchmark Tracks

total_bcaa_nmr/80363b3113ea

anthropometrics, cgm

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

#PredictorMethodAbsolute test R²Test n
1CGM IgluTabSwift0.12171403
2CGM IgluGradient-boosted trees0.12021403
3CGM IgluRidge0.11751403

total_bcaa_nmr/aad899fab04a

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelRidge0.090771006
2HPP Curated PanelGradient-boosted trees0.085421006
3HPP Curated PanelTabSwift0.083791006