Data Imputation on energy MCAR
0.3024Wasserstein distanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=5%2026.07 | 0.3024 | |
| MissForestRate=10%2026.07 | 0.4383 | |
| ProposalRate=5%2026.07 | 0.4861 | |
| VAERate=5%2026.07 | 0.5696 | |
| MissForestRate=15%2026.07 | 0.5748 | |
| ProposalRate=10%2026.07 | 0.6308 | |
| KNNRate=5%2026.07 | 0.7051 | |
| MICERate=5%2026.07 | 0.7072 | |
| ProposalRate=15%2026.07 | 0.7294 | |
| MissForestRate=20%2026.07 | 0.7314 | |
| VAERate=10%2026.07 | 0.7835 | |
| ProposalRate=20%2026.07 | 0.7954 | |
| ProposalRate=25%2026.07 | 0.8574 | |
| MissForestRate=25%2026.07 | 0.8797 | |
| GAINRate=5%2026.07 | 0.8845 | |
| KNNRate=10%2026.07 | 0.9045 | |
| ProposalRate=30%2026.07 | 0.9143 | |
| MICERate=10%2026.07 | 0.9216 | |
| PCARate=5%2026.07 | 0.9517 | |
| ProposalRate=35%2026.07 | 0.9846 | |
| KNNRate=15%2026.07 | 1.0315 | |
| MissForestRate=30%2026.07 | 1.0437 | |
| ProposalRate=40%2026.07 | 1.0565 | |
| MICERate=15%2026.07 | 1.0689 | |
| GAINRate=10%2026.07 | 1.1005 | |
| KNNRate=20%2026.07 | 1.1243 | |
| MeanRate=5%2026.07 | 1.1397 | |
| ProposalRate=45%2026.07 | 1.1506 | |
| MICERate=20%2026.07 | 1.182 | |
| MissForestRate=35%2026.07 | 1.1929 | |
| KNNRate=25%2026.07 | 1.2045 | |
| PCARate=10%2026.07 | 1.2163 | |
| KNNRate=30%2026.07 | 1.2649 | |
| GAINRate=15%2026.07 | 1.271 | |
| MICERate=25%2026.07 | 1.285 | |
| KNNRate=35%2026.07 | 1.3267 | |
| MissForestRate=40%2026.07 | 1.3344 | |
| GAINRate=20%2026.07 | 1.3469 | |
| PCARate=15%2026.07 | 1.3744 | |
| MICERate=30%2026.07 | 1.3756 | |
| KNNRate=40%2026.07 | 1.3983 | |
| MeanRate=10%2026.07 | 1.4171 | |
| GAINRate=25%2026.07 | 1.4438 | |
| PCARate=20%2026.07 | 1.467 | |
| MICERate=35%2026.07 | 1.4698 | |
| GAINRate=30%2026.07 | 1.4931 | |
| MissForestRate=45%2026.07 | 1.5124 | |
| PCARate=25%2026.07 | 1.526 | |
| KNNRate=45%2026.07 | 1.5516 | |
| GAINRate=35%2026.07 | 1.5534 | |
| PCARate=30%2026.07 | 1.5577 | |
| MeanRate=15%2026.07 | 1.5847 | |
| MICERate=40%2026.07 | 1.5891 | |
| PCARate=35%2026.07 | 1.6073 | |
| GAINRate=40%2026.07 | 1.6992 | |
| MeanRate=20%2026.07 | 1.702 | |
| PCARate=40%2026.07 | 1.7021 | |
| MICERate=45%2026.07 | 1.7716 | |
| MeanRate=25%2026.07 | 1.7921 | |
| MeanRate=30%2026.07 | 1.866 | |
| GAINRate=45%2026.07 | 1.8672 | |
| PCARate=45%2026.07 | 1.89 | |
| MeanRate=35%2026.07 | 1.9292 | |
| MeanRate=40%2026.07 | 1.9897 | |
| MeanRate=45%2026.07 | 2.0515 |