immune · blood_test
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
absolute_basophil_count/3fd08d90b1dd
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 | TabSwift | 0.02675 | 438 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.004208 | 438 |
absolute_basophil_count/5f83ea22443b
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 | Gradient-boosted trees | 0.006721 | 696 |
absolute_basophil_count/74c33a0e6b48
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 | TabSwift | 0.0007361 | 749 |
| 3 | HPP Curated Panel | Gradient-boosted trees | -0.006102 | 749 |
absolute_basophil_count/9e870df6cd2a
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.01928 | 687 |
| 2 | HPP Curated Panel | TabSwift | 0.01243 | 687 |
| 3 | HPP Curated Panel | Gradient-boosted trees | -0.003431 | 687 |