Classification on Adult (test) (Bias)
0.01BiasRTO
Evaluation results
| Method | Links | |
|---|---|---|
| RTOClassifier=Random Forest (RF)2021.06 | 0.01 | |
| Hardt, 2016Classifier=Random Forest (RF)2021.06 | 0.01 | |
| ReductionClassifier=Random Forest (RF)2021.06 | 0.01 | |
| Hardt, 2016Classifier=k-NN2021.06 | 0.01 | |
| ReductionClassifier=k-NN2021.06 | 0.01 | |
| RTOClassifier=MLP2021.06 | 0.01 | |
| ReductionClassifier=MLP2021.06 | 0.01 | |
| RTOClassifier=LR2021.06 | 0.01 | |
| ROCClassifier=LR2021.06 | 0.01 | |
| ReductionClassifier=LR2021.06 | 0.01 | |
| ROCClassifier=Random Forest (RF)2021.06 | 0.02 | |
| RTOClassifier=k-NN2021.06 | 0.02 | |
| Hardt, 2016Classifier=MLP2021.06 | 0.02 | |
| ROCClassifier=MLP2021.06 | 0.02 | |
| Hardt, 2016Classifier=LR2021.06 | 0.02 | |
| Shift InferenceClassifier=k-NN2021.06 | 0.08 | |
| ROCClassifier=k-NN2021.06 | 0.08 | |
| Shift InferenceClassifier=MLP2021.06 | 0.1 | |
| Shift InferenceClassifier=LR2021.06 | 0.1 | |
| Shift InferenceClassifier=Random Forest (RF)2021.06 | 0.16 | |
| OriginalClassifier=k-NN2021.06 | 0.24 | |
| OriginalClassifier=MLP2021.06 | 0.29 | |
| OriginalClassifier=Random Forest (RF)2021.06 | 0.38 | |
| OriginalClassifier=LR2021.06 | 0.39 |