immune · blood_test
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
absolute_neutrophil_count/29795f3231d2
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.0614 | 696 |
| 2 | HPP Curated Panel | Ridge | 0.05447 | 696 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.04639 | 696 |
absolute_neutrophil_count/484816e0504c
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.06461 | 687 |
| 2 | HPP Curated Panel | Ridge | 0.05702 | 687 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.0428 | 687 |
absolute_neutrophil_count/4cbd8f1f3ed9
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | Ridge | 0.1682 | 438 |
| 2 | HPP Curated Panel | TabSwift | 0.1513 | 438 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.1051 | 438 |
absolute_neutrophil_count/ab0556761ed7
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.03596 | 749 |
| 2 | HPP Curated Panel | Ridge | 0.03206 | 749 |
| 3 | HPP Curated Panel | Gradient-boosted trees | 0.01876 | 749 |