Counterfactual Explanation on Diabetes Continuous
98Robustness (R) RetrainElliCE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ElliCEModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=CNT2026.02 | 98 | 2.15 | 99 | 3.05 | 98 | 3.22 | |
| T:RexModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=CNT2026.02 | 94 | 2.47 | 90 | 4.18 | 94 | 4.18 | |
| ROARModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=CNT2026.02 | 86 | 1.86 | 40 | 1.86 | 31 | 1.86 | |
| PROPModel Type=MLP, Target Multiplicity (epsilon_target)=0.1, Data Constraint=CNT2026.02 | 48 | 2.01 | 19 | 2.01 | 8 | 2.01 |