Imputation on Wine MCAR
0.6069Wasserstein DistanceMissForest
Evaluation Results
| Method | Links | |
|---|---|---|
| MissForestRate=5%2026.07 | 0.6069 | |
| MICERate=5%2026.07 | 0.6592 | |
| KNNRate=5%2026.07 | 0.7224 | |
| GAINRate=5%2026.07 | 0.7613 | |
| ProposalRate=5%2026.07 | 0.7772 | |
| MeanRate=5%2026.07 | 0.8077 | |
| MissForestRate=10%2026.07 | 0.838 | |
| MICERate=10%2026.07 | 0.8905 | |
| KNNRate=10%2026.07 | 0.9422 | |
| PCARate=5%2026.07 | 0.9515 | |
| MissForestRate=15%2026.07 | 0.9882 | |
| GAINRate=10%2026.07 | 0.9933 | |
| ProposalRate=10%2026.07 | 1.0047 | |
| MICERate=15%2026.07 | 1.0352 | |
| MeanRate=10%2026.07 | 1.0463 | |
| KNNRate=15%2026.07 | 1.0737 | |
| MissForestRate=20%2026.07 | 1.078 | |
| PCARate=10%2026.07 | 1.1133 | |
| ProposalRate=15%2026.07 | 1.1181 | |
| GAINRate=15%2026.07 | 1.1221 | |
| MICERate=20%2026.07 | 1.1356 | |
| MissForestRate=25%2026.07 | 1.1491 | |
| KNNRate=20%2026.07 | 1.1608 | |
| PCARate=15%2026.07 | 1.1723 | |
| MeanRate=15%2026.07 | 1.184 | |
| MissForestRate=30%2026.07 | 1.1937 | |
| ProposalRate=20%2026.07 | 1.203 | |
| GAINRate=20%2026.07 | 1.2087 | |
| PCARate=20%2026.07 | 1.2165 | |
| MICERate=25%2026.07 | 1.2178 | |
| KNNRate=25%2026.07 | 1.2304 | |
| MissForestRate=35%2026.07 | 1.2493 | |
| ProposalRate=25%2026.07 | 1.254 | |
| PCARate=25%2026.07 | 1.2679 | |
| GAINRate=25%2026.07 | 1.2679 | |
| MeanRate=20%2026.07 | 1.2776 | |
| MICERate=30%2026.07 | 1.2863 | |
| KNNRate=30%2026.07 | 1.2882 | |
| ProposalRate=30%2026.07 | 1.307 | |
| MissForestRate=40%2026.07 | 1.3104 | |
| PCARate=30%2026.07 | 1.3348 | |
| ProposalRate=35%2026.07 | 1.3362 | |
| KNNRate=35%2026.07 | 1.3487 | |
| MeanRate=25%2026.07 | 1.353 | |
| GAINRate=30%2026.07 | 1.3602 | |
| MICERate=35%2026.07 | 1.3664 | |
| GAINRate=35%2026.07 | 1.3743 | |
| ProposalRate=45%2026.07 | 1.3768 | |
| ProposalRate=40%2026.07 | 1.3968 | |
| PCARate=35%2026.07 | 1.4111 | |
| MeanRate=30%2026.07 | 1.4192 | |
| KNNRate=40%2026.07 | 1.43 | |
| MICERate=40%2026.07 | 1.4669 | |
| MissForestRate=45%2026.07 | 1.4767 | |
| MeanRate=35%2026.07 | 1.4859 | |
| PCARate=40%2026.07 | 1.5034 | |
| GAINRate=40%2026.07 | 1.5175 | |
| KNNRate=45%2026.07 | 1.5538 | |
| MeanRate=40%2026.07 | 1.5633 | |
| MICERate=45%2026.07 | 1.5954 | |
| PCARate=45%2026.07 | 1.6204 | |
| MeanRate=45%2026.07 | 1.654 | |
| GAINRate=45%2026.07 | 1.6584 |