respiratory_hypoxaemia · sleep_wearable

Apnea–hypopnea index (AHI)

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

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Per-track results

Benchmark Tracks

ahi/24ceccb1f57d

anthropometrics, nightingale

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.23221121
2HPP Curated PanelRidge0.22831121
3HPP Curated PanelGradient-boosted trees0.19491121

ahi/a474c79f172a

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.30561231
2HPP Curated PanelGradient-boosted trees0.29871231
3HPP Curated PanelRidge0.29351231