Rashomon Set Approximation on COMPAS
18.38Running Time (s)LR+sampling
Evaluation results
| Method | Links | |
|---|---|---|
| LR+samplinglambda_2=1.5e-32023.03 | 18.38 | |
| LR+samplinglambda_2=1e-32023.03 | 18.92 | |
| LR+samplinglambda_2=5e-42023.03 | 22.65 | |
| Rashomon set approximation for sparse GAMslambda_2=1.5e-32023.03 | 81.05 | |
| Rashomon set approximation for sparse GAMslambda_2=1e-32023.03 | 84.61 | |
| Rashomon set approximation for sparse GAMslambda_2=5e-42023.03 | 94.92 | |
| EBM+samplinglambda_2=1e-32023.03 | 155.77 | |
| EBM+samplinglambda_2=1.5e-32023.03 | 170.49 | |
| EBM+samplinglambda_2=5e-42023.03 | 246.14 |