Logistic Regression Classification on UCI Adult
81.36Accuracy (Weighted)UF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UFCausal Model=CVAE, Classifier=Logistic regression2023.11 | 81.36 | 23.4 | 81.36 | 18.84 | |
| ICACausal Model=CVAE, Classifier=Logistic regression2023.11 | 80.63 | 19.97 | 80.76 | 16.89 | |
| Counterfactually Fair RepresentationCausal Model=CVAE, Classifier=Logistic regression2023.11 | 79.51 | 1.27 | 79.52 | 1.31 | |
| CACausal Model=CVAE, Classifier=Logistic regression2023.11 | 79.45 | 17.15 | 79.47 | 16 | |
| CRCausal Model=CVAE, Classifier=Logistic regression2023.11 | 78.82 | 8.69 | 79.26 | 10.97 | |
| CECausal Model=CVAE, Classifier=Logistic regression2023.11 | 75.96 | — | 75.96 | — |