solas_disparity.disparity

Functions

adverse_impact_ratio	Calculate the Adverse Impact Ratio (AIR) for a given set of protected and reference groups.
adverse_impact_ratio_by_quantile	Calculate the Adverse Impact Ratio for specified quantiles.
categorical_adverse_impact_ratio	Calculate the Adverse Impact Ratio for a set of favorability-ordinal categorical outcomes.
custom_disparity_metric	Provide a modular format that to create a custom disparity metric.
false_discovery_rate	This method calculates the False Discovery Rate (FDR) for a given set of protected and reference groups.
false_negative_rate	This method calculates the False Negative Rate (FNR) for a given set of protected and reference groups.
false_positive_rate	This method calculates the False Positive Rate (FPR) for a given set of protected and reference groups.
odds_ratio	Calculate the Odds Ratio for a given set of protected and reference groups.
precision	This method calculates the Precision for a given set of protected and reference groups.
residual_standardized_mean_difference	Calculate the Standardized Mean Difference of residuals for a given set of protected and reference groups.
scoring_impact_ratio	Calculate the scoring impact ratio, an impact ratio where the boolean outcome is whether an individual scored above the median.
segmented_adverse_impact_ratio	Calculates within-segment and cross-segment disparate impact and statistical significance statistics for dichotomous outcomes when it is appropriate to aggregate segment results to a single cross-segment measurement of disparity.
selection_impact_ratio	Calculate the selection impact ratio.
standardized_mean_difference	Calculate the Standardized Mean Difference (SMD) for a given set of protected and reference groups.
true_negative_rate	This method calculates the True Negative Rate (TNR) for a given set of protected and reference groups.
true_positive_rate	This method calculates the True Positve Rate (TPR) for a given set of protected and reference groups.