solas_disparity.plots#

Functions

plot_adverse_impact_ratio

Generate a plot for an AIR result object.

plot_adverse_impact_ratio_by_quantile

Generate a plot for an AIR-by-quantile result object.

plot_categorical_adverse_impact_ratio

Generate a plot for a categorical AIR result object.

plot_custom_disparity_metric

Generate a plot for a custom disparity metric result object.

plot_false_discovery_rate

Generate a plot for an FDR result object.

plot_false_negative_rate

Generate a plot for an FNR result object.

plot_false_positive_rate

Generate a plot for an FPR result object.

plot_odds_ratio

Generate a plot for an odds ratio result object.

plot_precision

Generate a plot for a precision result object.

plot_residual_standardized_mean_difference

Generate a plot for an residual SMD result object.

plot_scoring_impact_ratio

Generate a plot for a categorical AIR result object.

plot_segmented_adverse_impact_ratio

Generate a plot for a segmented AIR result object.

plot_selection_impact_ratio

Generate a plot for a categorical AIR result object.

plot_standardized_mean_difference

Generate a plot for an SMD result object.

plot_true_negative_rate

Generate a plot for a TNR result object.

plot_true_positive_rate

Generate a plot for an TPR result object.

plot_wasserstein

Generate a plot for a Wasserstein result object.