Counterfactual Explanation on FICO Data-supported
1Retrain Robustness ScoreElliCE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ElliCEModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=DS2026.02 | 1 | 3.53 | 1 | 4.91 | 1 | 5.06 | |
| DeltaRobModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=DS2026.02 | 1 | 4 | 1 | 5.67 | 0.96 | 5.7 | |
| T:RexModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=DS2026.02 | 0.83 | 3.12 | 0.01 | 3.07 | 0 | 2.77 |