Files in fairmodels
Flexible Tool for Bias Detection, Visualization, and Mitigation

MD5
NEWS.md README.md
NAMESPACE
DESCRIPTION
R/plot_group_metric.R R/fairness_heatmap.R R/performance_and_fairness.R R/group_metric.R R/expand_fairness_object.R R/print.R R/calculate_group_fairness_metrics.R R/reweight.R R/resample.R R/plot_fairness_heatmap.R R/plot_all_cutoffs.R R/confusion_matrix.R R/choose_metric.R R/plot_fairmodels.R R/all_cutoffs.R R/data_adult.R R/fairness_check.R R/disparate_impact_remover.R R/fairness_check_regression.R R/plot_density.R R/plot_fairness_pca.R R/data_german.R R/metric_scores.R R/roc_pivot.R R/plot_fairness_regression_object.R R/pre_process_data.R R/plot_stacked_metrics.R R/regression_metrics.R R/plot_chosen_metric.R R/group_matrices.R R/fairness_pca.R R/fairness_radar.R R/data_adult_test.R R/plot_ceteris_paribus_cutoff.R R/plot_metric_scores.R R/stack_metrics.R R/ceteris_paribus_cutoff.R R/plot_performance_and_fairness.R R/data_compas.R R/helper_functions.R R/plot_fairness_radar.R R/group_model_performance.R R/plot_fairness_object.R
inst/CITATION
inst/WORDLIST
inst/doc/Basic_tutorial.Rmd
inst/doc/Advanced_tutorial.html
inst/doc/Basic_tutorial.R inst/doc/Advanced_tutorial.R inst/doc/Advanced_tutorial.Rmd
inst/doc/Basic_tutorial.html
build/vignette.rds
tests/testthat.R tests/testthat/test_choose_metric.R tests/testthat/test_reweight.R tests/testthat/test_all_cutoffs.R tests/testthat/test_performance_and_fairness.R tests/testthat/test_plot_fairmodels.R tests/testthat/test_fairness_check.R tests/testthat/test_heatmap.R tests/testthat/test_pca_fairness_with_plot.R tests/testthat/test_group_metric.R tests/testthat/test_disparate_impact_remover.R tests/testthat/test_resample.R tests/testthat/test_plot_density.R tests/testthat/test_helper_functions.R tests/testthat/test_roc_pivot.R tests/testthat/test_confusion_matrices_computation.R tests/testthat/test_fairness_object.R tests/testthat/test_stack_metrics_and_plot.R tests/testthat/test_metric_scores_with_plot.R tests/testthat/test_fairness_check_regression.R tests/testthat/test_ceteris_paribus_with_plot.R tests/testthat/helper_objects.R tests/testthat/test_fairness_radar_and_plot.R tests/testthat/test_expand_fairness_object.R vignettes/Basic_tutorial.Rmd vignettes/Advanced_tutorial.Rmd
data/adult_test.rda
data/compas.rda
data/german.rda
data/adult.rda
man/choose_metric.Rd man/plot_fairness_radar.Rd man/plot_metric_scores.Rd man/fairness_pca.Rd man/plot_performance_and_fairness.Rd man/group_metric.Rd man/print_all_cutoffs.Rd man/plot_fairness_regression_object.Rd man/ceteris_paribus_cutoff.Rd man/print_fairness_pca.Rd man/fairness_check_regression.Rd man/print_chosen_metric.Rd man/plot_fairness_object.Rd man/plot_chosen_metric.Rd man/group_model_performance.Rd man/plot_fairness_heatmap.Rd man/german.Rd man/print_fairness_object.Rd man/plot_ceteris_paribus_cutoff.Rd man/adult_test.Rd man/print_fairness_regression_object.Rd man/print_performance_and_fairness.Rd man/print_ceteris_paribus_cutoff.Rd man/compas.Rd man/roc_pivot.Rd man/plot_stacked_metrics.Rd man/fairness_check.Rd man/reweight.Rd man/plot_all_cutoffs.Rd man/calculate_group_fairness_metrics.Rd man/all_cutoffs.Rd man/plot_density.Rd man/group_matrices.Rd man/print_fairness_radar.Rd man/print_metric_scores.Rd man/expand_fairness_object.Rd man/plot_stacked_barplot.Rd man/metric_scores.Rd man/fairness_radar.Rd man/performance_and_fairness.Rd man/plot_fairmodels.Rd man/fairness_heatmap.Rd man/disparate_impact_remover.Rd man/print_group_metric.Rd man/plot_fairness_pca.Rd man/resample.Rd man/print_fairness_heatmap.Rd man/plot_group_metric.Rd man/confusion_matrx.Rd man/adult.Rd man/pre_process_data.Rd man/print_stacked_metrics.Rd man/regression_metrics.Rd
man/figures/preview.gif
man/figures/class_diagram.png
man/figures/logo.png
man/figures/flowchart.png
man/figures/formulas/fnr.jpg
man/figures/formulas/ppv.jpg
man/figures/formulas/mcc.jpg
man/figures/formulas/parity_loss.png
man/figures/formulas/fdr.jpg
man/figures/formulas/for.jpg
man/figures/formulas/parity_loss.jpg
man/figures/formulas/npv.jpg
man/figures/formulas/tnr.jpg
man/figures/formulas/tpr.jpg
man/figures/formulas/acc.jpg
man/figures/formulas/stp.jpg
man/figures/formulas/explain.jpg
man/figures/formulas/explain.png
man/figures/formulas/fpr.jpg
man/figures/formulas/tprjpg
man/figures/formulas/i.jpg
man/figures/formulas/f1.jpg
man/figures/formulas/ts.jpg
fairmodels documentation built on May 31, 2021, 5:07 p.m.