cardiovascular_lipid · nmr_metabolomics

LDL cholesterol (NMR)

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

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Per-track results

Benchmark Tracks

ldl_nmr/267dbb5df3ab

anthropometrics, cgm

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

#PredictorMethodAbsolute test R²Test n
1CGM IgluGradient-boosted trees0.092261400
2CGM IgluRidge0.063841400

ldl_nmr/9bb6c7ab7afb

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelGradient-boosted trees0.025291006
2HPP Curated PanelRidge0.006461006