Execution time measurement on Pima 50% MNAR
0.147Training Time (s)MICE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MICEMechanism=Self-Masking2026.03 | 0.147 | 0.1307 | |
| MICEMechanism=Logistic2026.03 | 0.167 | 0.0907 | |
| MICEMechanism=Sequential Logistic2026.03 | 0.169 | 0.1486 | |
| NotMIWAEMechanism=Self-Masking2026.03 | 20.421 | 0.2868 | |
| NotMIWAEMechanism=Sequential Logistic2026.03 | 21.39 | 0.4917 | |
| AV-LRMechanism=Self-Masking2026.03 | 22.26 | 0.0625 | |
| AV-LRMechanism=Sequential Logistic2026.03 | 23.269 | 0.0671 | |
| AV-LRMechanism=Logistic2026.03 | 25.261 | 0.0625 | |
| NotMIWAEMechanism=Logistic2026.03 | 25.648 | 0.3321 | |
| DLGLMMechanism=Sequential Logistic2026.03 | 26.196 | 3.3109 | |
| DLGLMMechanism=Self-Masking2026.03 | 26.409 | 3.1939 | |
| DLGLMMechanism=Logistic2026.03 | 29.71 | 3.3973 | |
| MissForestMechanism=Self-Masking2026.03 | 31.859 | 25.356 | |
| MissForestMechanism=Sequential Logistic2026.03 | 33.688 | 26.669 | |
| MissForestMechanism=Logistic2026.03 | 36.747 | 28.859 |