Data Imputation on Yeast (test)
0.1173RMSECAGI
Evaluation results
| Method | Links | |
|---|---|---|
| CAGIMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1173 | |
| DiffPuterMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1195 | |
| GRAPEMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1205 | |
| MissForestMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1231 | |
| MIRACLEMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1236 | |
| Mean/ModeMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1239 | |
| IGRMMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1243 | |
| KNNImputeMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1283 | |
| MIWAEMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1298 | |
| GCImputeMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.134 | |
| GAINMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1369 | |
| ReMaskerMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1396 | |
| TabCSDIMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1452 | |
| OTImputeMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1454 | |
| MICEMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.1638 | |
| TDMMissing rate=0.6, Missingness mechanism=MCAR, Validation=5-fold cross-validation2026.07 | 0.2023 |