Algorithmic Fairness Metrics

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Documentation for package ‘fairness’ version 1.2.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

acc_parity	Accuracy parity
compas	Modified COMPAS dataset
dem_parity	Demographic parity
equal_odds	Equalized Odds
fairness	fairness: Algorithmic Fairness Metrics
fnr_parity	False Negative Rate parity
fpr_parity	False Positive Rate parity
germancredit	Modified german credit dataset
mcc_parity	Matthews Correlation Coefficient parity
npv_parity	Negative Predictive Value parity
pred_rate_parity	Predictive Rate Parity
prop_parity	Proportional parity
roc_parity	ROC AUC parity
spec_parity	Specificity parity