metabolic_metabolomics · condition_status
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
prediabetes_status/2d6e10963816
Scored split: test. Primary metric: roc_auc (higher is better).
| # | Predictor | Method | Absolute test AUROC | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift Classifier | 0.6902 | 1329 |
| 2 | HPP Curated Panel | Logistic Delta Auc | 0.6838 | 1329 |
| 3 | HPP Curated Panel | GBDT Delta Auc | 0.6669 | 1329 |
prediabetes_status/7500a318f31c
Scored split: test. Primary metric: roc_auc (higher is better).
| # | Predictor | Method | Absolute test AUROC | Test n |
|---|---|---|---|---|
| 1 | CGM Iglu | TabSwift Classifier | 0.7156 | 1720 |
| 2 | CGM Iglu | Logistic Delta Auc | 0.7084 | 1720 |
| 3 | CGM Iglu | GBDT Delta Auc | 0.6689 | 1720 |