Imputation on Concrete 50% MNAR
0.233NRMSEMissForest
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MissForestMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.233 | -0.292 | 0.395 | — | — | |
| Mean/ModeMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.234 | -0.287 | 0 | — | — | |
| MIWAEMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.255 | -0.521 | 0.372 | — | — | |
| GAINMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.27 | -0.826 | 0.24 | — | — | |
| SNI-MMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.279 | -0.79 | 0.145 | — | — | |
| SNIMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.296 | -1.045 | 0.14 | — | — | |
| KNNMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.297 | -1.131 | 0.107 | — | — | |
| MICEMissing rate=50%, Missing mechanism=MNAR2026.01 | 0.318 | -1.378 | 0.121 | — | — |