Credit Risk Prediction on German Credit (test)
69.7Clean AccuracyStd. Training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Std. Training2021.02 | 69.7 | 60 | |
| NU-δ-MDtarget||δ||2=0.012021.02 | 69.7 | — | |
| NU-δ-MD||δ||2=0.012021.02 | 69.6 | — | |
| Uniform-δ||δ||2=0.012021.02 | 69 | — | |
| NU-δ-SHAP||δ||2=0.012021.02 | 68.3 | — | |
| NU-δ-Pearson||δ||2=0.012021.02 | 68.3 | — | |
| Uniform-δ||δ||2=0.12021.02 | 67.7 | — | |
| NU-δ-SHAP||δ||2=0.12021.02 | 67.1 | — | |
| NU-δ-Pearson||δ||2=0.12021.02 | 66.8 | — | |
| NU-δ-MD||δ||2=0.12021.02 | 66.7 | — | |
| NU-δ-MDtarget||δ||2=0.12021.02 | 66.7 | — | |
| Uniform-δ||δ||2=0.32021.02 | 66.7 | — | |
| NU-δ-MD||δ||2=0.32021.02 | 66.5 | — | |
| NU-δ-SHAP||δ||2=0.52021.02 | 66.5 | — | |
| NU-δ-MD||δ||2=0.72021.02 | 66.4 | — | |
| NU-δ-MDtarget||δ||2=0.32021.02 | 66.3 | 690.32 | |
| NU-δ-MD||δ||2=0.52021.02 | 66.3 | — | |
| Uniform-δ||δ||2=0.52021.02 | 66.2 | 680.32 | |
| Uniform-δ||δ||2=0.72021.02 | 66.1 | — | |
| NU-δ-Pearson||δ||2=0.32021.02 | 66 | 680.21 | |
| NU-δ-MDtarget||δ||2=0.52021.02 | 66 | — | |
| NU-δ-Pearson||δ||2=0.52021.02 | 65.9 | — | |
| NU-δ-SHAP||δ||2=0.32021.02 | 65.8 | — | |
| NU-δ-SHAP||δ||2=0.72021.02 | 65.8 | — | |
| NU-δ-Pearson||δ||2=0.72021.02 | 65.6 | 710.37 | |
| NU-δ-MDtarget||δ||2=0.72021.02 | 65.6 | — | |
| Uniform-δ||δ||2=12021.02 | 65.3 | — | |
| NU-δ-MDtarget||δ||2=12021.02 | 65 | 710.21 | |
| NU-δ-MD||δ||2=12021.02 | 64.9 | 710.37 | |
| NU-δ-SHAP||δ||2=12021.02 | 64.5 | — | |
| NU-δ-Pearson||δ||2=12021.02 | 64.3 | — |