Files in ModelOriented/FairModels
Flexible Tool for Bias Detection, Visualization, and Mitigation

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.gitignore

DESCRIPTION

FairModels.Rproj

LICENSE

NAMESPACE

NEWS.md R/all_cutoffs.R R/calculate_group_fairness_metrics.R R/ceteris_paribus_cutoff.R R/choose_metric.R R/confusion_matrix.R R/data_adult.R R/data_adult_test.R R/data_compas.R R/data_german.R R/disparate_impact_remover.R R/expand_fairness_object.R R/fairness_check.R R/fairness_check_regression.R R/fairness_heatmap.R R/fairness_pca.R R/fairness_radar.R R/group_matrices.R R/group_metric.R R/group_model_performance.R R/helper_functions.R R/metric_scores.R R/performance_and_fairness.R R/plot_all_cutoffs.R R/plot_ceteris_paribus_cutoff.R R/plot_chosen_metric.R R/plot_density.R R/plot_fairmodels.R R/plot_fairness_heatmap.R R/plot_fairness_object.R R/plot_fairness_pca.R R/plot_fairness_radar.R R/plot_fairness_regression_object.R R/plot_group_metric.R R/plot_metric_scores.R R/plot_performance_and_fairness.R R/plot_stacked_metrics.R R/pre_process_data.R R/print.R R/regression_metrics.R R/resample.R R/reweight.R R/roc_pivot.R R/stack_metrics.R README.md

_pkgdown.yml

codecov.yml

data/adult.rda

data/adult_test.rda

data/compas.rda

data/german.rda

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inst/CITATION

inst/WORDLIST

man/adult.Rd man/adult_test.Rd man/all_cutoffs.Rd man/calculate_group_fairness_metrics.Rd man/ceteris_paribus_cutoff.Rd man/choose_metric.Rd man/compas.Rd man/confusion_matrx.Rd man/disparate_impact_remover.Rd man/expand_fairness_object.Rd man/fairness_check.Rd man/fairness_check_regression.Rd man/fairness_heatmap.Rd man/fairness_pca.Rd man/fairness_radar.Rd

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man/figures/formulas/fnr.jpg

man/figures/formulas/for.jpg

man/figures/formulas/fpr.jpg

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man/figures/formulas/mcc.jpg

man/figures/formulas/npv.jpg

man/figures/formulas/parity_loss.jpg

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man/figures/formulas/tpr.jpg

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man/figures/formulas/ts.jpg

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man/german.Rd man/group_matrices.Rd man/group_metric.Rd man/group_model_performance.Rd man/instructions/adding_new_metric.md man/metric_scores.Rd man/performance_and_fairness.Rd man/plot_all_cutoffs.Rd man/plot_ceteris_paribus_cutoff.Rd man/plot_chosen_metric.Rd man/plot_density.Rd man/plot_fairmodels.Rd man/plot_fairness_heatmap.Rd man/plot_fairness_object.Rd man/plot_fairness_pca.Rd man/plot_fairness_radar.Rd man/plot_fairness_regression_object.Rd man/plot_group_metric.Rd man/plot_metric_scores.Rd man/plot_performance_and_fairness.Rd man/plot_stacked_barplot.Rd man/plot_stacked_metrics.Rd man/pre_process_data.Rd man/print_all_cutoffs.Rd man/print_ceteris_paribus_cutoff.Rd man/print_chosen_metric.Rd man/print_fairness_heatmap.Rd man/print_fairness_object.Rd man/print_fairness_pca.Rd man/print_fairness_radar.Rd man/print_fairness_regression_object.Rd man/print_group_metric.Rd man/print_metric_scores.Rd man/print_performance_and_fairness.Rd man/print_stacked_metrics.Rd man/regression_metrics.Rd man/resample.Rd man/reweight.Rd man/roc_pivot.Rd

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ModelOriented/FairModels documentation built on Aug. 30, 2022, 5:48 p.m.

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ModelOriented/FairModels
Flexible Tool for Bias Detection, Visualization, and Mitigation

Files in ModelOriented/FairModels
Flexible Tool for Bias Detection, Visualization, and Mitigation

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ModelOriented/FairModels Flexible Tool for Bias Detection, Visualization, and Mitigation

Files in ModelOriented/FairModels Flexible Tool for Bias Detection, Visualization, and Mitigation

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ModelOriented/FairModels
Flexible Tool for Bias Detection, Visualization, and Mitigation

Files in ModelOriented/FairModels
Flexible Tool for Bias Detection, Visualization, and Mitigation