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ResearchFormerly WizWand

Classification on Pima (AUC)

0.823AUCMALMAS
0.55780.626650.69550.76435Mar 22, 2026Mar 27, 2026Apr 1, 2026Apr 6, 2026Apr 11, 2026Apr 16, 2026Apr 22, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MALMAS2026.040.823
OpenFE2026.040.815
DFS2026.040.81
CAAFE2026.040.81
OCTree2026.040.81
LLMFE2026.040.81
Base2026.040.809
AutoFeat2026.040.805
AV-LRMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.787
MissForestMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.757
NotMIWAEMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.753
NotMIWAEMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.030.748
AV-LRMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.748
DLGLMMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.748
NotMIWAEMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.746
DLGLMMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.030.741
MissForestMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.030.73
MICEMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.73
DLGLMMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.725
MeanMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.715
MICEMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.705
AV-LRMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.030.703
MissForestMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.698
MeanMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.030.69
MICEMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.030.632
MeanMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.030.568