chronological_age/0d56673a1fb9
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.1846 | 1107 |
aging · demographic
Chronological Age
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
chronological_age/0f1d6becdc52
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Sex Stratified Ridge CV | 0.1237 | 1542 |
| 2 | HPP Curated Panel | Sex Stratified Lightgbm CV | 0.08222 | 1542 |
chronological_age/1ee22d59fd0d
anthropometrics, watchpat_actigraphy, watchpat_hr, watchpat_pat, watchpat_spo2
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.5313 | 862 |
chronological_age/32a28ddfec6f
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | CGM Iglu | Sex Stratified Ridge CV | 0.09431 | 1745 |
| 2 | CGM Iglu | Sex Stratified Lightgbm CV | 0.05292 | 1745 |
chronological_age/5a7bb9211288
anthropometrics, sleep
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Sex Stratified Ridge CV | 0.2728 | 1430 |
| 2 | HPP Curated Panel | Sex Stratified Lightgbm CV | 0.2407 | 1430 |
chronological_age/7f5c0ec76c40
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.1416 | 1745 |