Data Imputation on energy MAR
0.3002Wasserstein DistanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=5%2026.07 | 0.3002 | |
| MissForestRate=10%2026.07 | 0.4365 | |
| ProposalRate=5%2026.07 | 0.4842 | |
| VAERate=5%2026.07 | 0.571 | |
| MissForestRate=15%2026.07 | 0.5725 | |
| MissForestRate=20%2026.07 | 0.5725 | |
| ProposalRate=10%2026.07 | 0.6218 | |
| KNNRate=5%2026.07 | 0.6949 | |
| MICERate=5%2026.07 | 0.6952 | |
| ProposalRate=20%2026.07 | 0.7195 | |
| ProposalRate=15%2026.07 | 0.7232 | |
| MissForestRate=25%2026.07 | 0.7258 | |
| VAERate=10%2026.07 | 0.7758 | |
| ProposalRate=25%2026.07 | 0.7951 | |
| GAINRate=5%2026.07 | 0.8472 | |
| ProposalRate=30%2026.07 | 0.8556 | |
| MissForestRate=30%2026.07 | 0.8806 | |
| KNNRate=10%2026.07 | 0.8964 | |
| MICERate=10%2026.07 | 0.9175 | |
| ProposalRate=35%2026.07 | 0.9197 | |
| PCARate=5%2026.07 | 0.9421 | |
| ProposalRate=40%2026.07 | 0.9809 | |
| KNNRate=15%2026.07 | 1.0286 | |
| KNNRate=20%2026.07 | 1.0286 | |
| MissForestRate=35%2026.07 | 1.0369 | |
| GAINRate=10%2026.07 | 1.0578 | |
| ProposalRate=45%2026.07 | 1.0642 | |
| MICERate=15%2026.07 | 1.0703 | |
| MICERate=20%2026.07 | 1.0703 | |
| KNNRate=25%2026.07 | 1.1215 | |
| MeanRate=5%2026.07 | 1.1717 | |
| MissForestRate=40%2026.07 | 1.1825 | |
| MICERate=25%2026.07 | 1.1871 | |
| KNNRate=30%2026.07 | 1.2021 | |
| PCARate=10%2026.07 | 1.2153 | |
| GAINRate=15%2026.07 | 1.2536 | |
| KNNRate=35%2026.07 | 1.2665 | |
| MICERate=30%2026.07 | 1.2929 | |
| GAINRate=20%2026.07 | 1.3058 | |
| KNNRate=40%2026.07 | 1.3216 | |
| GAINRate=25%2026.07 | 1.3275 | |
| MissForestRate=45%2026.07 | 1.3303 | |
| PCARate=15%2026.07 | 1.3769 | |
| PCARate=20%2026.07 | 1.3769 | |
| MICERate=35%2026.07 | 1.3856 | |
| KNNRate=45%2026.07 | 1.3969 | |
| MeanRate=10%2026.07 | 1.4461 | |
| PCARate=25%2026.07 | 1.4647 | |
| MICERate=40%2026.07 | 1.4831 | |
| PCARate=30%2026.07 | 1.5211 | |
| GAINRate=30%2026.07 | 1.5353 | |
| PCARate=35%2026.07 | 1.5471 | |
| MICERate=45%2026.07 | 1.6025 | |
| MeanRate=15%2026.07 | 1.6122 | |
| MeanRate=20%2026.07 | 1.6122 | |
| GAINRate=35%2026.07 | 1.6239 | |
| PCARate=40%2026.07 | 1.6273 | |
| PCARate=45%2026.07 | 1.717 | |
| GAINRate=40%2026.07 | 1.7181 | |
| MeanRate=25%2026.07 | 1.7221 | |
| MeanRate=30%2026.07 | 1.8078 | |
| MeanRate=35%2026.07 | 1.8777 | |
| GAINRate=45%2026.07 | 1.8857 | |
| MeanRate=40%2026.07 | 1.9385 | |
| MeanRate=45%2026.07 | 1.9945 |