Missing data imputation on Sonar 30% MCAR
0.215AvgErrIVGAE
Evaluation results
| Method | Links | |
|---|---|---|
| IVGAEMissing Rate=30%2025.11 | 0.215 | |
| IGRMMissing Rate=30%2025.11 | 0.218 | |
| GRAPEMissing Rate=30%2025.11 | 0.22 | |
| HIVAEMissing Rate=30%2025.11 | 0.235 | |
| MWAEMissing Rate=30%2025.11 | 0.249 | |
| NMWAEMissing Rate=30%2025.11 | 0.268 | |
| KNNMissing Rate=30%2025.11 | 0.275 | |
| MICEMissing Rate=30%2025.11 | 0.281 | |
| GAINMissing Rate=30%2025.11 | 0.302 | |
| MisFMissing Rate=30%2025.11 | 0.32 | |
| MeanMissing Rate=30%2025.11 | 0.321 |