immune · blood_test
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
absolute_lymphocyte_count/3b2dafbfa680
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.007127 | 749 |
| 2 | HPP Curated Panel | Ridge | 0.006557 | 749 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.0008501 | 749 |
absolute_lymphocyte_count/989d4aa6ce07
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.1033 | 438 |
| 2 | HPP Curated Panel | TabSwift | 0.07966 | 438 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.07454 | 438 |
absolute_lymphocyte_count/b831d2a45e2d
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.04924 | 687 |
| 2 | HPP Curated Panel | Ridge | 0.04587 | 687 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.01897 | 687 |
absolute_lymphocyte_count/f551f0a54fc1
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.01958 | 696 |
| 2 | HPP Curated Panel | Ridge | 0.01851 | 696 |
| 3 | HPP Curated Panel | Gradient-boosted trees | -0.001431 | 696 |