Counterfactual Explanation on Bank Protocol B, B=64
1ValidityDICE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DICEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.61 | 0.07 | 0.66 | 0.11 | 0.12 | |
| CCHVAEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.73 | 0.15 | 0.97 | 0.15 | 0.08 | |
| DiCoFlexUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.89 | 0.4 | 0.95 | 0.16 | 0.39 | |
| CounterFlowNetUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.25 | 0.23 | 0.38 | 0.21 | 0.21 | |
| DICEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.26 | 0.04 | 0.68 | 0.05 | 0.04 | |
| CCHVAEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.43 | 0.07 | 0.96 | 0.57 | 0.01 | |
| DiCoFlexUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.79 | 0.83 | 0.96 | 0.53 | 0.51 | |
| CounterFlowNetUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.12 | 0.63 | 0.25 | 0.24 | 0.18 | |
| DICEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.82 | 0.19 | 0.79 | 0.03 | 0.13 | |
| CCHVAEUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 0.63 | 0.65 | 0.94 | 0.15 | 0.05 | |
| DiCoFlexUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 1 | 1.06 | 0.76 | 0.94 | 0.05 | 0.34 | |
| CounterFlowNetUnderlying Model=Neural Network, Protocol=B, Discretization Granularity (B)=642026.02 | 0.94 | 0.56 | 0.41 | 0.29 | 0.21 | 0.24 |