Imputation on ComCri MAR 30% missingness (test)
0.102NRMSEMIWAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.102 | 0.768 | 0.889 | 62.1 | 0.532 | |
| MissForestMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.112 | 0.721 | 0.869 | 63.3 | 0.532 | |
| SNIMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.119 | 0.685 | 0.855 | 59.2 | 0.475 | |
| KNNMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.165 | 0.413 | 0.661 | 41.2 | 0.231 | |
| MICEMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.17 | 0.363 | 0.683 | 43 | 0.246 | |
| Mean/ModeMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.216 | 0 | 0 | 15.9 | 0 | |
| GAINMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.232 | -0.199 | 0.538 | 28.2 | 0.078 |