Imputation on Concrete 30% MNAR
0.146NRMSEMIWAE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.146 | 0.489 | 0.72 | — | — | |
| MissForestMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.155 | 0.429 | 0.686 | — | — | |
| KNNMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.2 | 0.064 | 0.511 | — | — | |
| Mean/ModeMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.236 | -0.292 | 0 | — | — | |
| SNI-MMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.246 | -0.393 | 0.234 | — | — | |
| SNIMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.252 | -0.457 | 0.232 | — | — | |
| MICEMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.253 | -0.484 | 0.34 | — | — | |
| GAINMissing rate=30%, Missing mechanism=MNAR2026.01 | 0.274 | -0.961 | 0.364 | — | — |