immune · blood_test
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
absolute_eosinophil_count/97a24696d8dc
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.009144 | 749 |
| 2 | HPP Curated Panel | Ridge | 0.007298 | 749 |
| 3 | HPP Curated Panel | Gradient-boosted trees | -0.009524 | 749 |
absolute_eosinophil_count/b191d1c03c31
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.01027 | 687 |
| 2 | HPP Curated Panel | Gradient-boosted trees | 0.008667 | 687 |
| 3 | HPP Curated Panel | TabSwift | -0.0008245 | 687 |
absolute_eosinophil_count/dae892b73023
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | -0.0008085 | 696 |
| 2 | HPP Curated Panel | TabSwift | -0.007639 | 696 |
| 3 | HPP Curated Panel | Gradient-boosted trees | -0.01444 | 696 |
absolute_eosinophil_count/e6ac79e666d1
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.004828 | 438 |
| 2 | HPP Curated Panel | TabSwift | -0.001827 | 438 |
| 3 | HPP Curated Panel | Gradient-boosted trees | -0.01235 | 438 |