Missing data imputation on Conc. 30% MCAR
0.073Average ErrorIVGAE
Evaluation results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.073 | |
| IGRMMissing Rate=30%2025.11 | 0.074 | |
| GRAPEMissing Rate=30%2025.11 | 0.086 | |
| HIVAEMissing Rate=30%2025.11 | 0.099 | |
| NMWAEMissing Rate=30%2025.11 | 0.101 | |
| MWAEMissing Rate=30%2025.11 | 0.118 | |
| KNNMissing Rate=30%2025.11 | 0.125 | |
| MICEMissing Rate=30%2025.11 | 0.136 | |
| GAINMissing Rate=30%2025.11 | 0.152 | |
| MeanMissing Rate=30%2025.11 | 0.183 | |
| MisFMissing Rate=30%2025.11 | 0.215 |