Imputation on ComCri MCAR 30% missingness (test)
0.098NRMSEMIWAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.098 | 0.785 | 0.897 | 64.2 | 55.9 | |
| MissForestMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.106 | 0.747 | 0.883 | 63.1 | 54 | |
| SNIMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.112 | 0.718 | 0.868 | 62.5 | 51.6 | |
| KNNMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.148 | 0.528 | 0.74 | 46.6 | 31.5 | |
| MICEMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.164 | 0.407 | 0.71 | 43.7 | 25.7 | |
| GAINMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.215 | -0.04 | 0.605 | 24.3 | 4.4 | |
| Mean/ModeMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.216 | -0.001 | 0 | 16 | 0 |