NEWS.md

In kozodoi/fairness: Algorithmic Fairness Metrics

fairness 1.2.2

• more detailed error messages for factor level mismatch
• fixed errors for some factor outcomes

fairness 1.2.1

• fixed inconsistencies with outcome_base values
• removed preds_levels argument
• improved documentation of metric functions

fairness 1.2.0

• added support for continuous group feature with binning options
• added group size to metric outputs
• small updates in documentation

fairness 1.1.1

• added check and conversion of data to data.frame in metric functions
• quiet AUC computation in roc_parity()
• small updates in documentation

fairness 1.1.0

• fixed outcome_levels issue when levels of provided predictions do not match outcome levels
• renamed outcome_levels to preds_levels to improve clarity
• added outcome_base argument to set base level for target variable used to compute fairness metrics
• fixed fnr_parity() and fpr_parity() calculations for different outcome bases
• updates in package documentation

fairness 1.0.2

• small fixes in documentation

fairness 1.0.1

• CRAN resubmission of fairness
• fix of DESCRIPTION and LICENSE files

fairness 1.0.0

• the first stable version of fairness

kozodoi/fairness documentation built on March 23, 2023, 12:20 p.m.