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ResearchFormerly WizWand

10-year Mortality on HRS (held-out set)

0.778AUCMedFeat
0.568960.623230.67750.73177Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MedFeatBackbone=XGBoost, HPO=true2026.020.77830.6
BaselineBackbone=Logistic Regression (LR), HPO=true2026.020.77429.8
MedFeatBackbone=Logistic Regression (LR), HPO=true2026.020.77430.7
BaselineBackbone=XGBoost, HPO=true2026.020.77329.1
BaselineEvaluation Model=Logistic Regression2026.020.76927.3
MedFeatEvaluation Model=Logistic Regression2026.020.76730.8
OCTreeEvaluation Model=Logistic Regression2026.020.74628.8
CAAFEEvaluation Model=Logistic Regression2026.020.71830.2
MedFeatModel=XGBoost, Evaluation=Held-out set across 3 random splits2026.020.70826.8
BaselineModel=XGBoost, Evaluation=Held-out set across 3 random splits2026.020.68923.8
OCTreeModel=XGBoost, Evaluation=Held-out set across 3 random splits2026.020.68525
CAAFEModel=XGBoost, Evaluation=Held-out set across 3 random splits2026.020.68225
OpenFEModel=XGBoost, Evaluation=Held-out set across 3 random splits2026.020.65221.2
FeatLLMEvaluation Model=Logistic Regression2026.020.631—
FeatLLMModel=XGBoost, Evaluation=Held-out set across 3 random splits2026.020.597—
OpenFEEvaluation Model=Logistic Regression2026.020.57711.7