hepatobiliary · blood_test

Alanine aminotransferase (ALT)

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

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Per-track results

Benchmark Tracks

alt/3dba253e5312

anthropometrics, nightingale

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.2001831
2HPP Curated PanelGradient-boosted trees0.1984831
3HPP Curated PanelRidge0.1859831

alt/e8b9d7308b49

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.1773570
2HPP Curated PanelRidge0.1678570
3HPP Curated PanelGradient-boosted trees0.1299570