adult |
Adult dataset |
adult_test |
Adult test dataset |
all_cutoffs |
All cutoffs |
calculate_group_fairness_metrics |
Calculate fairness metrics in groups |
ceteris_paribus_cutoff |
Ceteris paribus cutoff |
choose_metric |
Choose metric |
compas |
Modified COMPAS dataset |
confusion_matrix |
Confusion matrix |
disparate_impact_remover |
Disparate impact remover |
expand_fairness_object |
Expand Fairness Object |
fairness_check |
Fairness check |
fairness_check_regression |
Fairness check regression |
fairness_heatmap |
Fairness heatmap |
fairness_pca |
Fairness PCA |
fairness_radar |
Fairness radar |
german |
Modified German Credit data dataset |
group_matrices |
Group confusion matrices |
group_metric |
Group metric |
group_model_performance |
Group model performance |
metric_scores |
Metric scores |
performance_and_fairness |
Performance and fairness |
plot.all_cutoffs |
Plot all cutoffs |
plot.ceteris_paribus_cutoff |
Ceteris paribus cutoff plot |
plot.chosen_metric |
Plot chosen metric |
plot.fairness_heatmap |
Plot Heatmap |
plot.fairness_object |
Plot fairness object |
plot.fairness_pca |
Plot fairness PCA |
plot.fairness_radar |
Plot fairness radar |
plot.fairness_regression_object |
Plot fairness regression object |
plot.group_metric |
Plot group metric |
plot.metric_scores |
Plot metric scores |
plot.performance_and_fairness |
Plot fairness and performance |
plot.stacked_metrics |
Plot stacked Metrics |
plot_density |
Plot fairness object |
plot_fairmodels |
Plot fairmodels |
plot_fairmodels.default |
Plot fairmodels |
plot_fairmodels.explainer |
Plot fairmodels |
plot_fairmodels.fairness_object |
Plot fairmodels |
pre_process_data |
Pre-process data |
print.all_cutoffs |
Print all cutoffs |
print.ceteris_paribus_cutoff |
Print ceteris paribus cutoff |
print.chosen_metric |
Print chosen metric |
print.fairness_heatmap |
Print fairness heatmap |
print.fairness_object |
Print Fairness Object |
print.fairness_pca |
Print fairness PCA |
print.fairness_radar |
Print fairness radar |
print.fairness_regression_object |
Print Fairness Regression Object |
print.group_metric |
Print group metric |
print.metric_scores |
Print metric scores data |
print.performance_and_fairness |
Print performance and fairness |
print.stacked_metrics |
Print stacked metrics |
regression_metrics |
Regression metrics |
resample |
Resample |
reweight |
Reweight |
roc_pivot |
Reject Option based Classification pivot |
stack_metrics |
Stack metrics |