Data Imputation on energy MNAR
0.3714Wasserstein DistanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=10%2026.07 | 0.3714 | |
| ProposalRate=10%2026.07 | 0.5275 | |
| MissForestRate=15%2026.07 | 0.5346 | |
| MissForestRate=20%2026.07 | 0.6719 | |
| ProposalRate=15%2026.07 | 0.6726 | |
| VAERate=10%2026.07 | 0.6778 | |
| ProposalRate=20%2026.07 | 0.7603 | |
| KNNRate=10%2026.07 | 0.8098 | |
| MICERate=10%2026.07 | 0.8267 | |
| MissForestRate=25%2026.07 | 0.828 | |
| ProposalRate=25%2026.07 | 0.8326 | |
| ProposalRate=30%2026.07 | 0.8879 | |
| VAERate=15%2026.07 | 0.9207 | |
| PCARate=10%2026.07 | 0.9583 | |
| ProposalRate=35%2026.07 | 0.961 | |
| GAINRate=10%2026.07 | 0.9811 | |
| MissForestRate=30%2026.07 | 1 | |
| KNNRate=15%2026.07 | 1.0029 | |
| MICERate=15%2026.07 | 1.0528 | |
| ProposalRate=40%2026.07 | 1.0645 | |
| KNNRate=20%2026.07 | 1.1158 | |
| GAINRate=15%2026.07 | 1.1291 | |
| MissForestRate=35%2026.07 | 1.1631 | |
| ProposalRate=5%2026.07 | 1.1665 | |
| MICERate=20%2026.07 | 1.2033 | |
| KNNRate=25%2026.07 | 1.2036 | |
| ProposalRate=45%2026.07 | 1.2065 | |
| PCARate=15%2026.07 | 1.2191 | |
| KNNRate=30%2026.07 | 1.2785 | |
| MeanRate=10%2026.07 | 1.2797 | |
| MissForestRate=40%2026.07 | 1.3215 | |
| MICERate=25%2026.07 | 1.3278 | |
| GAINRate=20%2026.07 | 1.3409 | |
| KNNRate=35%2026.07 | 1.3512 | |
| PCARate=20%2026.07 | 1.3775 | |
| KNNRate=40%2026.07 | 1.4256 | |
| MICERate=30%2026.07 | 1.4375 | |
| GAINRate=25%2026.07 | 1.4611 | |
| MissForestRate=45%2026.07 | 1.4727 | |
| PCARate=25%2026.07 | 1.489 | |
| KNNRate=45%2026.07 | 1.5117 | |
| MissForestRate=5%2026.07 | 1.5148 | |
| MeanRate=15%2026.07 | 1.5205 | |
| MICERate=35%2026.07 | 1.5362 | |
| KNNRate=5%2026.07 | 1.5531 | |
| PCARate=30%2026.07 | 1.5642 | |
| MICERate=40%2026.07 | 1.6301 | |
| MeanRate=20%2026.07 | 1.6515 | |
| PCARate=35%2026.07 | 1.6562 | |
| GAINRate=30%2026.07 | 1.7106 | |
| PCARate=40%2026.07 | 1.7141 | |
| MICERate=45%2026.07 | 1.7305 | |
| MeanRate=25%2026.07 | 1.7428 | |
| PCARate=45%2026.07 | 1.7741 | |
| MICERate=5%2026.07 | 1.781 | |
| MeanRate=30%2026.07 | 1.8139 | |
| GAINRate=35%2026.07 | 1.87 | |
| MeanRate=35%2026.07 | 1.8735 | |
| PCARate=5%2026.07 | 1.8949 | |
| MeanRate=40%2026.07 | 1.9286 | |
| GAINRate=40%2026.07 | 1.9737 | |
| GAINRate=45%2026.07 | 1.9798 | |
| GAINRate=5%2026.07 | 1.9801 | |
| MeanRate=45%2026.07 | 1.9839 | |
| MeanRate=5%2026.07 | 2.0542 |