Missing data imputation on Diab. 30% MCAR
0.237Average ErrorHIVAE
Evaluation results
| Method | Links | |
|---|---|---|
| HIVAEMissing Rate=30%2025.11 | 0.237 | |
| IVGAEMissing Rate=30%2025.11 | 0.24 | |
| IGRMMissing Rate=30%2025.11 | 0.241 | |
| GRAPEMissing Rate=30%2025.11 | 0.249 | |
| MWAEMissing Rate=30%2025.11 | 0.25 | |
| NMWAEMissing Rate=30%2025.11 | 0.251 | |
| KNNMissing Rate=30%2025.11 | 0.257 | |
| MICEMissing Rate=30%2025.11 | 0.332 | |
| GAINMissing Rate=30%2025.11 | 0.34 | |
| MisFMissing Rate=30%2025.11 | 0.364 | |
| MeanMissing Rate=30%2025.11 | 0.437 |