Imputation on AutoMPG MAR 30% missingness
0.098NRMSEMissForest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MissForestMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.098 | 0.729 | 0.822 | 35.6 | 0.241 | |
| MIWAEMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.098 | 0.709 | 0.788 | 32.8 | 0.234 | |
| SNIMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.103 | 0.692 | 0.798 | 24.8 | 0.151 | |
| KNNMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.132 | 0.564 | 0.694 | 30.8 | 0.152 | |
| MICEMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.137 | 0.468 | 0.706 | 28 | 0.146 | |
| Mean/ModeMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.225 | -0.063 | 0 | 11.8 | 0 | |
| GAINMechanism=MAR, Missingness percentage=30%, Number of seeds=52026.01 | 0.312 | -1.446 | 0.346 | 19.2 | 0.056 |