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Prediction under missing values on NHANES (test)
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85.5
AUROC
NEUMISS
81.444
82.497
83.55
84.603
May 6, 2025
AUROC
Missingness Reliance (ρ̂)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
Missingness Reliance (ρ̂)
NEUMISS
Imputation method=zero...
2025.05
85.5
100
LR
Imputation method=zero...
2025.05
85.1
100
XGBOOST
Imputation method=zero...
2025.05
84.8
95.7
MA-LASSO
Imputation method=zero...
2025.05
84.5
0.4
M-GAM (INT)
Imputation method=zero...
2025.05
84.1
26.4
M-GAM (IND)
Imputation method=zero...
2025.05
84
28.2
MA-RF
Imputation method=zero...
2025.05
84
0.2
MA-GBT
Imputation method=zero...
2025.05
83.2
0.3
MA-DT
Imputation method=zero...
2025.05
82.4
0
DT
Imputation method=zero...
2025.05
82.3
0.1
MINTY
Imputation method=zero...
2025.05
81.9
0.3
RF
Imputation method=zero...
2025.05
81.6
100
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