Counterfactual Explanation on Default Protocol B (B=64)
100ValidityDICE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DICEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.31 | 6 | 0.77 | 0.24 | 5 | |
| CCHVAEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.48 | 10 | 0.97 | 0.33 | 4 | |
| DiCoFlexUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 100 | 0.64 | 56 | 0.97 | 0.39 | 33 | |
| CounterFlowNetUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 96 | 0.12 | 26 | 0.19 | 0.34 | 14 |