Classification on UCI Adult (test) (Acc/TE Metrics)
81.65Accuracy (W)UF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UFClassifier=Logistic regression, Causal Model=DCEVAE2023.11 | 81.65 | 22.85 | 81.65 | 20.65 | |
| ICAClassifier=Logistic regression, Causal Model=DCEVAE2023.11 | 81.41 | 20.87 | 81.43 | 17.66 | |
| CAClassifier=Logistic regression, Causal Model=DCEVAE2023.11 | 80.63 | 18.71 | 80.39 | 15.7 | |
| Counterfactually Fair RepresentationClassifier=Logistic regression, Causal Model=DCEVAE2023.11 | 79.32 | 1.64 | 79.39 | 1.59 | |
| CRClassifier=Logistic regression, Causal Model=DCEVAE2023.11 | 79.11 | 8.24 | 79.68 | 10.26 | |
| CEClassifier=Logistic regression, Causal Model=DCEVAE2023.11 | 78.58 | — | 78.58 | — |