Imputation on Wine MAR
0.6428Wasserstein DistanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=5%2026.07 | 0.6428 | |
| MICERate=5%2026.07 | 0.6798 | |
| KNNRate=5%2026.07 | 0.7397 | |
| GAINRate=5%2026.07 | 0.7764 | |
| ProposalRate=5%2026.07 | 0.7925 | |
| MeanRate=5%2026.07 | 0.8293 | |
| MissForestRate=10%2026.07 | 0.8536 | |
| MICERate=10%2026.07 | 0.9073 | |
| KNNRate=10%2026.07 | 0.9554 | |
| PCARate=5%2026.07 | 0.9591 | |
| MissForestRate=15%2026.07 | 0.9802 | |
| MissForestRate=20%2026.07 | 0.9802 | |
| GAINRate=10%2026.07 | 0.9818 | |
| ProposalRate=10%2026.07 | 1.0021 | |
| MICERate=15%2026.07 | 1.0409 | |
| MICERate=20%2026.07 | 1.0409 | |
| MeanRate=10%2026.07 | 1.0627 | |
| MissForestRate=25%2026.07 | 1.077 | |
| KNNRate=15%2026.07 | 1.0771 | |
| KNNRate=20%2026.07 | 1.0771 | |
| PCARate=10%2026.07 | 1.1027 | |
| GAINRate=15%2026.07 | 1.1061 | |
| ProposalRate=20%2026.07 | 1.1189 | |
| GAINRate=20%2026.07 | 1.12 | |
| ProposalRate=15%2026.07 | 1.1239 | |
| MICERate=25%2026.07 | 1.142 | |
| MissForestRate=30%2026.07 | 1.1491 | |
| KNNRate=25%2026.07 | 1.1638 | |
| PCARate=15%2026.07 | 1.171 | |
| PCARate=20%2026.07 | 1.171 | |
| MeanRate=15%2026.07 | 1.1914 | |
| MeanRate=20%2026.07 | 1.1914 | |
| MissForestRate=35%2026.07 | 1.1997 | |
| ProposalRate=25%2026.07 | 1.2083 | |
| PCARate=25%2026.07 | 1.2161 | |
| MICERate=30%2026.07 | 1.2213 | |
| KNNRate=30%2026.07 | 1.2327 | |
| GAINRate=25%2026.07 | 1.2492 | |
| MissForestRate=40%2026.07 | 1.2549 | |
| ProposalRate=30%2026.07 | 1.2615 | |
| PCARate=30%2026.07 | 1.2724 | |
| MeanRate=25%2026.07 | 1.2889 | |
| KNNRate=35%2026.07 | 1.295 | |
| MICERate=35%2026.07 | 1.2967 | |
| ProposalRate=35%2026.07 | 1.304 | |
| GAINRate=30%2026.07 | 1.3041 | |
| MissForestRate=45%2026.07 | 1.3206 | |
| ProposalRate=40%2026.07 | 1.3272 | |
| PCARate=35%2026.07 | 1.3385 | |
| KNNRate=40%2026.07 | 1.3613 | |
| MeanRate=30%2026.07 | 1.3684 | |
| MICERate=40%2026.07 | 1.3806 | |
| ProposalRate=45%2026.07 | 1.3834 | |
| GAINRate=40%2026.07 | 1.4123 | |
| PCARate=40%2026.07 | 1.4222 | |
| GAINRate=35%2026.07 | 1.428 | |
| MeanRate=35%2026.07 | 1.4346 | |
| KNNRate=45%2026.07 | 1.4365 | |
| MICERate=45%2026.07 | 1.4734 | |
| GAINRate=45%2026.07 | 1.4902 | |
| MeanRate=40%2026.07 | 1.5011 | |
| PCARate=45%2026.07 | 1.5068 | |
| MeanRate=45%2026.07 | 1.5691 |