absolute_basophil_count/248fcb7931df
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.01723 | 271 |
immune · blood_test
Absolute Basophil Count
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
absolute_basophil_count/3fd08d90b1dd
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.04631 | 438 |
| 2 | HPP Curated Panel | TabFM | 0.0445 | 438 |
| 3 | HPP Curated Panel | TabDPT | 0.04062 | 438 |
| 4 | HPP Curated Panel | TabICL | 0.03716 | 438 |
| 5 | HPP Curated Panel | TabPFN 3.5 | 0.03216 | 438 |
| 6 | HPP Curated Panel | TabSwift | 0.02675 | 438 |
| 7 | HPP Curated Panel | Gradient-boosted trees | 0.02089 | 438 |
| 8 | HPP Curated Panel | RealMLP | 0.01889 | 438 |
| 9 | HPP Curated Panel | TabPFN v2 | -0.03556 | 438 |
absolute_basophil_count/5f83ea22443b
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.01982 | 696 |
| 2 | HPP Curated Panel | Ridge | 0.019 | 696 |
| 3 | HPP Curated Panel | TabICL | 0.01833 | 696 |
| 4 | HPP Curated Panel | TabFM | 0.01282 | 696 |
| 5 | HPP Curated Panel | TabDPT | 0.01279 | 696 |
| 6 | HPP Curated Panel | TabPFN v2 | 0.01245 | 696 |
| 7 | HPP Curated Panel | Gradient-boosted trees | 0.01155 | 696 |
| 8 | HPP Curated Panel | TabPFN 3.5 | 0.01028 | 696 |
| 9 | HPP Curated Panel | RealMLP | 0.009548 | 696 |
absolute_basophil_count/74c33a0e6b48
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.0057 | 749 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.005389 | 749 |
| 3 | HPP Curated Panel | RealMLP | 0.001699 | 749 |
| 4 | HPP Curated Panel | TabFM | 0.0008436 | 749 |
| 5 | HPP Curated Panel | TabSwift | 0.0007361 | 749 |
| 6 | HPP Curated Panel | Gradient-boosted trees | -0.0003374 | 749 |
| 7 | HPP Curated Panel | TabDPT | -0.0008334 | 749 |
| 8 | HPP Curated Panel | TabICL | -0.002028 | 749 |
| 9 | HPP Curated Panel | TabPFN v2 | -0.03246 | 749 |
absolute_basophil_count/9e870df6cd2a
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabICL | 0.02572 | 687 |
| 2 | HPP Curated Panel | TabDPT | 0.02297 | 687 |
| 3 | HPP Curated Panel | RealMLP | 0.02297 | 687 |
| 4 | HPP Curated Panel | TabFM | 0.02162 | 687 |
| 5 | HPP Curated Panel | Ridge | 0.01928 | 687 |
| 6 | HPP Curated Panel | Gradient-boosted trees | 0.01895 | 687 |
| 7 | HPP Curated Panel | TabSwift | 0.01243 | 687 |
| 8 | HPP Curated Panel | TabPFN 3.5 | 0.003052 | 687 |
| 9 | HPP Curated Panel | TabPFN v2 | 0.001448 | 687 |
absolute_basophil_count/c5a81334dac6
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.003724 | 593 |
absolute_basophil_count/d888f218a2e0
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 | 0.01421 | 228 |