respiratory_hypoxaemia · sleep_wearable
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
minimum_nocturnal_spo2/94f99a09a5a9
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.0886 | 565 |
| 2 | HPP Curated Panel | Ridge | 0.08551 | 565 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.05712 | 565 |
minimum_nocturnal_spo2/a8919221030c
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.1094 | 1231 |
| 2 | HPP Curated Panel | Ridge | 0.09998 | 1231 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.09874 | 1231 |