Counterfactual Explanation Generation on Adult Income Protocol A B=4
89.26SparsityDICE-R
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DICE-RClassifier=Neural Network, Protocol=A, B=42026.02 | 89.26 | 9.05 | 16.44 | 100 | 100 | 87.15 | |
| COUNTERFLOWNETClassifier=Neural Network, Protocol=A, B=42026.02 | 62.36 | 38.21 | 47.39 | 100 | 100 | 100 | |
| L2CClassifier=Neural Network, Protocol=A, B=42026.02 | 45.7 | 28.11 | 34.8 | 100 | 100 | 97.62 | |
| DICE-GClassifier=Neural Network, Protocol=A, B=42026.02 | 41.48 | 26.27 | 32.14 | 92.64 | 100 | 72.7 | |
| MCCEClassifier=Neural Network, Protocol=A, B=42026.02 | 24.93 | 4.58 | 7.74 | 30.63 | 74.76 | 45.79 |