Counterfactual Explanation on Adult Income Protocol B (B=64)
100ValidityDICE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DICEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.44 | 5 | 0.5 | 0.17 | 0.06 | |
| CCHVAEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.5 | 6 | 0.98 | 0.22 | 0.03 | |
| DiCoFlexUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.85 | 49 | 0.97 | 0.31 | 0.4 | |
| CounterFlowNetUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.19 | 27 | 0.36 | 0.2 | 0.21 |