respiratory_hypoxaemia · sleep_wearable

Oxygen desaturation index (ODI)

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

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Per-track results

Benchmark Tracks

odi/b781f837480a

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.2429565
2HPP Curated PanelGradient-boosted trees0.2262565
3HPP Curated PanelRidge0.2229565

odi/be488e5b9ca7

anthropometrics, dxa

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

#PredictorMethodAbsolute test R²Test n
1HPP Curated PanelTabSwift0.27521231
2HPP Curated PanelGradient-boosted trees0.26811231
3HPP Curated PanelRidge0.26311231