Classification on Spambase (test)
0.283Test LossIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IFAggregation=Snorkel2022.05 | 0.283 | — | |
| WMAggregation=Snorkel2022.05 | 0.295 | — | |
| RWAggregation=Snorkel2022.05 | 0.299 | — | |
| RWAggregation=MV2022.05 | 0.307 | — | |
| IFAggregation=MV2022.05 | 0.336 | — | |
| RWAggregation=DS2022.05 | 0.336 | — | |
| IFAggregation=DS2022.05 | 0.345 | — | |
| WMAggregation=MV2022.05 | 0.349 | — | |
| WMAggregation=DS2022.05 | 0.364 | — | |
| GIFAggregation=MV2022.05 | 0.37 | — | |
| ERMAggregation=Snorkel2022.05 | 0.411 | — | |
| ERMAggregation=MV2022.05 | 0.529 | — | |
| ERMAggregation=DS2022.05 | 0.663 | — | |
| FIGS2026.06 | — | 92.22 | |
| MDT+XGBmax_test_deferral_rate=25%2026.06 | — | 95 | |
| Non-Deferral Tree2026.06 | — | 92.54 | |
| Random Forest2026.06 | — | 95.17 | |
| XGBoost2026.06 | — | 95.28 |