respiratory_hypoxaemia · condition_status

Asthma Status

Valid comparisons for this clinically grounded task are grouped by fixed information set.

Read the Task Card

Per-track results

Benchmark Tracks

asthma_status/1a001e9b2a4d

anthropometrics, dxa

Scored split: test. Primary metric: roc_auc (higher is better).

#PredictorMethodAbsolute test AUROCTest n
1HPP Curated PanelTabSwift Classifier0.54841080
2HPP Curated PanelLogistic Delta Auc0.53221080
3HPP Curated PanelGBDT Delta Auc0.52781080

asthma_status/99f5baf5e73f

anthropometrics, nightingale

Scored split: test. Primary metric: roc_auc (higher is better).

#PredictorMethodAbsolute test AUROCTest n
1HPP Curated PanelGBDT Delta Auc0.51661292
2HPP Curated PanelLogistic Delta Auc0.4971292
3HPP Curated PanelTabSwift Classifier0.46611292