Imputation on Superconductivity (MCAR)
0.0908RMSEMissForest
Evaluation results
| Method | Links | |
|---|---|---|
| MissForestRate=5%2026.07 | 0.0908 | |
| MissForestRate=10%2026.07 | 0.1203 | |
| MICERate=5%2026.07 | 0.1454 | |
| MissForestRate=15%2026.07 | 0.1583 | |
| MICERate=10%2026.07 | 0.1799 | |
| MissForestRate=20%2026.07 | 0.1838 | |
| ProposalRate=5%2026.07 | 0.2153 | |
| ProposalRate=10%2026.07 | 0.2163 | |
| ProposalRate=15%2026.07 | 0.2174 | |
| ProposalRate=20%2026.07 | 0.2235 | |
| ProposalRate=25%2026.07 | 0.2247 | |
| MICERate=15%2026.07 | 0.2254 | |
| MissForestRate=25%2026.07 | 0.23 | |
| ProposalRate=30%2026.07 | 0.23 | |
| ProposalRate=35%2026.07 | 0.2424 | |
| ProposalRate=40%2026.07 | 0.2784 | |
| MICERate=20%2026.07 | 0.2849 | |
| MissForestRate=30%2026.07 | 0.2931 | |
| PCARate=5%2026.07 | 0.3075 | |
| PCARate=10%2026.07 | 0.3254 | |
| PCARate=15%2026.07 | 0.3528 | |
| MICERate=25%2026.07 | 0.3596 | |
| KNNRate=10%2026.07 | 0.3702 | |
| KNNRate=5%2026.07 | 0.3722 | |
| KNNRate=15%2026.07 | 0.375 | |
| GAINRate=5%2026.07 | 0.3759 | |
| MissForestRate=35%2026.07 | 0.3782 | |
| PCARate=20%2026.07 | 0.3812 | |
| KNNRate=20%2026.07 | 0.3816 | |
| GAINRate=10%2026.07 | 0.3854 | |
| KNNRate=25%2026.07 | 0.3864 | |
| KNNRate=30%2026.07 | 0.3954 | |
| KNNRate=35%2026.07 | 0.4092 | |
| GAINRate=15%2026.07 | 0.4122 | |
| PCARate=25%2026.07 | 0.42 | |
| KNNRate=40%2026.07 | 0.4385 | |
| VAERate=5%2026.07 | 0.4425 | |
| ProposalRate=45%2026.07 | 0.4509 | |
| GAINRate=20%2026.07 | 0.4539 | |
| MICERate=30%2026.07 | 0.4563 | |
| GAINRate=25%2026.07 | 0.475 | |
| PCARate=30%2026.07 | 0.4804 | |
| VAERate=10%2026.07 | 0.4906 | |
| MissForestRate=40%2026.07 | 0.5133 | |
| KNNRate=45%2026.07 | 0.517 | |
| GAINRate=30%2026.07 | 0.548 | |
| PCARate=35%2026.07 | 0.5556 | |
| MICERate=35%2026.07 | 0.5747 | |
| VAERate=20%2026.07 | 0.6065 | |
| GAINRate=35%2026.07 | 0.6309 | |
| PCARate=40%2026.07 | 0.6377 | |
| VAERate=25%2026.07 | 0.6611 | |
| MICERate=40%2026.07 | 0.732 | |
| VAERate=30%2026.07 | 0.7357 | |
| MissForestRate=45%2026.07 | 0.7425 | |
| GAINRate=40%2026.07 | 0.7457 | |
| PCARate=45%2026.07 | 0.7953 | |
| VAERate=35%2026.07 | 0.8523 | |
| GAINRate=45%2026.07 | 0.89 | |
| MICERate=45%2026.07 | 0.9258 | |
| VAERate=40%2026.07 | 0.9496 | |
| MeanRate=5%2026.07 | 0.9953 | |
| MeanRate=15%2026.07 | 0.9956 | |
| MeanRate=10%2026.07 | 0.996 | |
| MeanRate=35%2026.07 | 0.9968 | |
| MeanRate=40%2026.07 | 0.997 | |
| MeanRate=30%2026.07 | 0.9971 | |
| MeanRate=25%2026.07 | 0.9972 | |
| MeanRate=45%2026.07 | 0.9972 | |
| MeanRate=20%2026.07 | 0.9976 | |
| VAERate=15%2026.07 | 1.015 | |
| VAERate=45%2026.07 | 1.2201 |