API for mlr3fairness
Fairness Auditing and Debiasing for 'mlr3'
| Global functions | |
|---|---|
| .onLoad | Source code |
| .onUnload | Source code |
| Compas | Man page |
| LearnerClassifFairfgrrm | Man page |
| LearnerClassifFairzlrm | Man page |
| LearnerRegrFairfrrm | Man page |
| LearnerRegrFairnclm | Man page |
| LearnerRegrFairzlm | Man page |
| MeasureFairness | Man page |
| MeasureFairnessComposite | Man page |
| MeasureFairnessConstraint | Man page |
| MeasurePositiveProbability | Man page |
| MeasureSubgroup | Man page |
| PipeOpEOd | Man page |
| PipeOpExplicitPta | Man page |
| PipeOpReweighingOversampling | Man page |
| PipeOpReweighingWeights | Man page |
| adult | Man page |
| adult_test | Man page |
| adult_train | Man page |
| assert_pta_task | Source code |
| compare_metrics | Man page Source code |
| compare_metrics.BenchmarkResult | Source code |
| compare_metrics.PredictionClassif | Source code |
| compare_metrics.ResampleResult | Source code |
| compas | Man page |
| compute_metrics | Man page Source code |
| compute_reweighing_weights | Source code |
| fairness_accuracy_tradeoff | Man page Source code |
| fairness_accuracy_tradeoff.BenchmarkResult | Source code |
| fairness_accuracy_tradeoff.PredictionClassif | Source code |
| fairness_accuracy_tradeoff.ResampleResult | Source code |
| fairness_prediction_density | Man page Source code |
| fairness_prediction_density.PredictionClassif | Source code |
| fairness_tensor | Man page Source code |
| fairness_tensor.PredictionClassif | Man page Source code |
| fairness_tensor.ResampleResult | Man page Source code |
| fairness_tensor.data.table | Man page Source code |
| get_adult_task_test | Source code |
| get_adult_task_train | Source code |
| get_compas_task | Source code |
| get_compas_task_race_binary | Source code |
| get_pta | Source code |
| groupdiff_absdiff | Man page Source code |
| groupdiff_diff | Man page Source code |
| groupdiff_tau | Man page Source code |
| groupwise_metrics | Man page Source code |
| int_to_numeric | Source code |
| mlr3fairness | Man page |
| mlr3fairness-package | Man page |
| mlr_learners_classif.fairfgrrm | Man page |
| mlr_learners_classif.fairzlrm | Man page |
| mlr_learners_fairness | Man page |
| mlr_learners_regr.fairfrrm | Man page |
| mlr_learners_regr.fairnclm | Man page |
| mlr_learners_regr.fairzlm | Man page |
| mlr_measures_fairness | Man page |
| mlr_measures_positive_probability | Man page |
| mlr_pipeops_equalized_odds | Man page |
| mlr_pipeops_explicit_pta | Man page |
| mlr_pipeops_reweighing | Man page |
| pprob_to_matrix | Source code |
| register_mlr3 | Source code |
| replace_prefix | Source code |
| report_datasheet | Man page Source code |
| report_fairness | Man page Source code |
| report_modelcard | Man page Source code |
| score_groupwise | Source code |
| tabular | Source code |
| task_filter_ex | Source code |
| task_summary | Man page Source code |
| write_files | Source code |
