Imputation on ComCri MNAR 30% missingness (test)
0.109NRMSEMIWAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMissing rate=30%2026.01 | 0.109 | 74 | 0.891 | 61.4 | 0.507 | |
| MissForestMissing rate=30%2026.01 | 0.114 | 71.7 | 0.879 | 62.2 | 0.525 | |
| SNIMissing rate=30%2026.01 | 0.126 | 65.5 | 0.856 | 59.5 | 0.476 | |
| SNI-MMissing rate=30%2026.01 | 0.126 | 65.6 | 0.853 | 58.8 | 0.466 | |
| KNNMissing rate=30%2026.01 | 0.172 | 37.1 | 0.698 | 46.8 | 0.31 | |
| MICEMissing rate=30%2026.01 | 0.179 | 30.8 | 0.695 | 40.9 | 0.224 | |
| Mean/ModeMissing rate=30%2026.01 | 0.24 | -22.5 | 0 | 15.2 | 0 | |
| GAINMissing rate=30%2026.01 | 0.247 | -38 | 0.527 | 22.6 | 0.031 |