Conformal Prediction on Credit Card Default (test)
84Marginal CoverageCross Entropy
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Cross EntropyEarly Stopping=True2022.05 | 84 | 42 | 1.24 | 1.21 | 1.35 | 24.36 | |
| ConformalEarly Stopping=False2022.05 | 83 | 60 | 1.34 | 1.31 | 1.45 | 33.05 | |
| ConformalEarly Stopping=True2022.05 | 83 | 52 | 1.29 | 1.27 | 1.39 | 28.52 | |
| HybridEarly Stopping=False2022.05 | 83 | 51 | 1.27 | 1.24 | 1.37 | 27 | |
| HybridEarly Stopping=True2022.05 | 83 | 53 | 1.28 | 1.25 | 1.38 | 27.52 | |
| Cross EntropyEarly Stopping=False2022.05 | 82 | 51 | 1.25 | 1.23 | 1.33 | 26.16 | |
| FocalEarly Stopping=True2022.05 | 82 | 50 | 1.25 | 1.23 | 1.32 | 26.3 | |
| FocalEarly Stopping=False2022.05 | 81 | 48 | 1.22 | 1.2 | 1.28 | 26.56 |