Classification on Breastcancer (AUC)
98.6AUCAV-LR
Evaluation results
| Method | Links | |
|---|---|---|
| AV-LRMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 98.6 | |
| MICEMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 98.5 | |
| AV-LRMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 98.2 | |
| AV-LRMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 98.1 | |
| MissForestMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 98 | |
| DLGLMMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.9 | |
| MICEMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.7 | |
| DLGLMMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.6 | |
| MissForestMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.5 | |
| MissForestMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.4 | |
| DLGLMMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.4 | |
| NotMIWAEMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.1 | |
| NotMIWAEMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 97.1 | |
| MICEMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 96.7 | |
| NotMIWAEMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 96.6 | |
| MeanMechanism=Self-Masking, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 95.8 | |
| MeanMechanism=Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 95.6 | |
| MeanMechanism=Sequential Logistic, Missingness Rate=50%, Missingness Type=MNAR2026.03 | 94.9 |