Classification on BankNote (AUC)
87.3AUCAV-LR
Evaluation results
| Method | Links | |
|---|---|---|
| AV-LRMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 87.3 | |
| DLGLMMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 85.3 | |
| AV-LRMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 84.2 | |
| NotMIWAEMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 83.9 | |
| MissForestMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 82.8 | |
| AV-LRMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 80.4 | |
| DLGLMMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 80.3 | |
| MICEMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 80.2 | |
| NotMIWAEMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 77.5 | |
| MICEMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 77.2 | |
| DLGLMMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 76.5 | |
| MeanMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 76 | |
| MissForestMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 74.5 | |
| NotMIWAEMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 71.8 | |
| MeanMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 68 | |
| MICEMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 58.7 | |
| MissForestMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 56.9 | |
| MeanMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 56 |