Imputation on AutoMPG MCAR 30% missingness
0.082NRMSEMIWAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.082 | 0.835 | 0.891 | 34.3 | 0.254 | |
| MissForestMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.088 | 0.814 | 0.897 | 36 | 0.261 | |
| SNIMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.095 | 0.807 | 0.877 | 31 | 0.234 | |
| KNNMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.115 | 0.727 | 0.858 | 33.7 | 0.216 | |
| MICEMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.129 | 0.62 | 0.807 | 33.5 | 0.222 | |
| Mean/ModeMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.239 | -0.001 | 0 | 12.2 | 0 | |
| GAINMechanism=MCAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.279 | -0.585 | 0.477 | 16.1 | -0.01 |