hepatobiliary · condition_status
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
fatty_liver_disease_status/28d3d5a08ec8
Scored split: test. Primary metric: roc_auc (higher is better).
| # | Predictor | Method | Absolute test AUROC | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift Classifier | 0.8161 | 920 |
| 2 | HPP Curated Panel | Logistic Delta Auc | 0.8121 | 920 |
| 3 | HPP Curated Panel | GBDT Delta Auc | 0.7924 | 920 |
fatty_liver_disease_status/7ce3a24389c0
Scored split: test. Primary metric: roc_auc (higher is better).
| # | Predictor | Method | Absolute test AUROC | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift Classifier | 0.8671 | 1083 |
| 2 | HPP Curated Panel | Logistic Delta Auc | 0.8619 | 1083 |
| 3 | HPP Curated Panel | GBDT Delta Auc | 0.8485 | 1083 |