Credit Scoring on LendingClub
79.6AccuracyExtrapolation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ExtrapolationModel=GBDT2026.06 | 79.6 | 28.6 | |
| ExtrapolationModel=RF2026.06 | 79 | 23.6 | |
| Shallow SLModel=GBDT2026.06 | 78.4 | 4 | |
| BiasedModel=GBDT2026.06 | 78.3 | 1.9 | |
| Shallow SLModel=RF2026.06 | 78.3 | 4.8 | |
| BiasedModel=RF2026.06 | 78.2 | 3.5 | |
| OracleModel=GBDT2026.06 | 77.9 | 6.7 | |
| Fuzzy Aug.Model=GBDT2026.06 | 77.9 | 6.5 | |
| TwinsModel=RF2026.06 | 77.9 | 4.5 | |
| ParcelingModel=GBDT2026.06 | 77.8 | 3.5 | |
| TwinsModel=GBDT2026.06 | 77.8 | 3.2 | |
| OracleModel=RF2026.06 | 77.7 | 6.1 | |
| ParcelingModel=RF2026.06 | 77.7 | 3.9 | |
| Fuzzy Aug.Model=RF2026.06 | 77.6 | 6.3 |