cardiovascular_lipid · blood_test

LDL cholesterol

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

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Per-track results

Benchmark Tracks

ldl/44d8c94321b3

anthropometrics, cgm

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

#PredictorMethodAbsolute test R²Test n
1CGM IgluGradient-boosted trees0.02148483
2CGM IgluRidge0.009785483

ldl/8ab37d0cee78

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelRidge0.0158288
2HPP Curated PanelGradient-boosted trees-0.0007851288