R: Flexible Tool for Bias Detection, Visualization, and Mitigation

# Flexible Tool for Bias Detection, Visualization, and Mitigation

## Documentation for package ‘fairmodels’ version 1.2.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

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