Missing data imputation on Hous. 30% MCAR
0.067Average ErrorIVGAE
Evaluation results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.067 | |
| IGRMMissing Rate=30%2025.11 | 0.069 | |
| MWAEMissing Rate=30%2025.11 | 0.072 | |
| NMWAEMissing Rate=30%2025.11 | 0.075 | |
| GRAPEMissing Rate=30%2025.11 | 0.076 | |
| HIVAEMissing Rate=30%2025.11 | 0.091 | |
| KNNMissing Rate=30%2025.11 | 0.096 | |
| MICEMissing Rate=30%2025.11 | 0.116 | |
| GAINMissing Rate=30%2025.11 | 0.135 | |
| MisFMissing Rate=30%2025.11 | 0.144 | |
| MeanMissing Rate=30%2025.11 | 0.182 |