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ResearchFormerly WizWand

Prediction under missing values on LIFE (test)

99AUROCLR
89.32891.83994.3596.861May 6, 2025
Updated 4mo ago

Evaluation results

MethodLinks
LRImputation=MICE2025.059954.9
LRImputation method=zero imputation2025.0598.763.4
NEUMISSImputation method=zero imputation2025.0598.684.1
NEUMISSImputation=MICE2025.0598.684.1
M-GAM (IND)Imputation method=zero imputation2025.0598.249.4
XGBOOSTImputation method=zero imputation2025.0598.256.1
M-GAM (IND)Imputation=MICE2025.0598.249.4
XGBOOSTImputation=MICE2025.0598.256.1
M-GAM (INT)Imputation method=zero imputation2025.0598.151.7
M-GAM (INT)Imputation=MICE2025.0598.151.7
MA-LASSOImputation=MICE2025.059819.5
RFImputation=MICE2025.0597.983.6
RFImputation method=zero imputation2025.0597.882.8
MA-LASSOImputation method=zero imputation2025.0597.721
MA-RFImputation=MICE2025.0597.524.6
MA-RFImputation method=zero imputation2025.0597.224.2
MA-GBTImputation=MICE2025.0596.718
MINTYImputation method=zero imputation2025.0596.221.9
MINTYImputation=MICE2025.0596.221.9
MA-GBTImputation method=zero imputation2025.0595.916.5
DTImputation method=zero imputation2025.0592.218.3
MA-DTImputation=MICE2025.0591.210.5
DTImputation=MICE2025.059115.8
MA-DTImputation method=zero imputation2025.0589.712.3