sleep_physiology · sleep_wearable

Sleep Efficiency

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

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Per-track results

Benchmark Tracks

sleep_efficiency/8c7c35c23242

anthropometrics, diet

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

#PredictorMethodAbsolute test R²Test n
1Participant Feature ArtifactRidge0.01471335
2Participant Feature ArtifactGradient-boosted trees-0.0537335

sleep_efficiency/d99276ed23c5

anthropometrics, diet

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

#PredictorMethodAbsolute test R²Test n
1Participant Feature ArtifactRidge0.01892625
2Participant Feature ArtifactGradient-boosted trees-0.01378625