Algorithmic Recourse on Bank (10-fold cross-validation)
0.17Recourse Cost (MPS)SOGAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SOGARClassifier Model=DNN2026.05 | 0.17 | 0.29 | 0.46 | 268.9 | |
| SOGARClassifier Model=LightGBM2026.05 | 0.19 | 0.06 | 0.25 | 166.2 | |
| SOGARClassifier Model=XGBoost2026.05 | 0.21 | 0.26 | 0.47 | 250.7 | |
| CETClassifier Model=DNN2026.05 | 0.27 | 0.6 | 0.86 | 378.9 | |
| T-CREx0.9Classifier Model=XGBoost2026.05 | 0.32 | 0.99 | 1.31 | 6.87 | |
| AReSClassifier Model=LightGBM2026.05 | 0.36 | 0.8 | 1.15 | 213.7 | |
| T-CREx0.9Classifier Model=LightGBM2026.05 | 0.38 | 0.66 | 1.04 | 6.83 | |
| T-CREx0.99Classifier Model=LightGBM2026.05 | 0.47 | 0.58 | 1.04 | 8.71 | |
| CETClassifier Model=XGBoost2026.05 | 0.51 | 0.24 | 0.75 | 438.8 | |
| CETClassifier Model=LightGBM2026.05 | 0.6 | 0.01 | 0.61 | 383.9 | |
| GLANCEClassifier Model=DNN2026.05 | 0.65 | 0.01 | 0.66 | 10.75 | |
| GLANCEClassifier Model=XGBoost2026.05 | 0.69 | 0.03 | 0.72 | 10.6 | |
| GLANCEClassifier Model=LightGBM2026.05 | 0.71 | 0.01 | 0.71 | 11 | |
| GLOBE-CEClassifier Model=DNN2026.05 | 0.87 | 0.04 | 0.89 | 23.2 | |
| GLOBE-CEClassifier Model=XGBoost2026.05 | 0.91 | 0.01 | 0.92 | 30.91 | |
| GLOBE-CEClassifier Model=LightGBM2026.05 | 0.92 | 0.01 | 0.92 | 29.8 |