metabolic_metabolomics · blood_test

Fasting plasma glucose (FPG)

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

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Per-track results

Benchmark Tracks

fpg/31f7b826a1e6

anthropometrics, nightingale

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.1515929
2HPP Curated PanelRidge0.15929
3HPP Curated PanelGradient-boosted trees0.1362929

fpg/8cfd6a42fcac

anthropometrics, cgm

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

#PredictorMethodAbsolute test R²Test n
1CGM IgluTabSwift0.31471029
2CGM IgluGradient-boosted trees0.28971029
3CGM IgluRidge0.28971029