Imputation on ComCri MNAR 10% missingness (test)
0.091NRMSEMIWAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMissing rate=10%2026.01 | 0.091 | 0.807 | 0.91 | 0.656 | 0.566 | |
| MissForestMissing rate=10%2026.01 | 0.094 | 0.794 | 0.904 | 0.667 | 0.581 | |
| SNI-MMissing rate=10%2026.01 | 0.1 | 0.768 | 0.895 | 0.628 | 0.519 | |
| SNIMissing rate=10%2026.01 | 0.102 | 0.763 | 0.891 | 0.63 | 0.524 | |
| KNNMissing rate=10%2026.01 | 0.113 | 0.71 | 0.871 | 0.578 | 0.448 | |
| MICEMissing rate=10%2026.01 | 0.158 | 0.433 | 0.754 | 0.446 | 0.277 | |
| GAINMissing rate=10%2026.01 | 0.225 | -0.206 | 0.612 | 0.249 | 0.071 | |
| Mean/ModeMissing rate=10%2026.01 | 0.234 | -0.224 | 0 | 0.15 | 0 |