Fairmodels Versions Save

• changed link to codecov in README.md
• changed class(x) == 'fairness_regression_object to inherits(x, "fairness_regression_object") in plot_density.R according to CRAN comments
• changed CITATION file (added reference to the RJournal)
• fix for https://github.com/ModelOriented/fairmodels/issues/49
• fix for https://github.com/ModelOriented/fairmodels/issues/48

What's Changed

• Fix bugs #41 by @jakwisn in https://github.com/ModelOriented/fairmodels/pull/42
• New features by @jakwisn in https://github.com/ModelOriented/fairmodels/pull/43

Full Changelog: https://github.com/ModelOriented/fairmodels/compare/v1.1.0...v1.2.0

• Changed examples - added parameter num.threads = 1 to ranger and added donttest{} to examples with long computation time.
• Added citation information
• Added additional reference in fairness_check() documentation.
• Fixed links in DESCRIPTION and README.
• Fixed bug which appeared when two fairness objects were passed to fairness_check without an explainer. (#36)
• Extended documentation for epsilon parameter in fairness_check() function.

• Deleted on-load information message about four-fifths rule.
• Fixed bug with NA warning in metrics that are not chosen. (#32)
• Fixed the way the parity_loss is calculated in all_cutoffs and ceteris_paribus_cutoff. (#24)
• Updated vignettes
• changed documentation of functions to explicitly state metrics instead of fairness_check_metrics(). (#29)
• Fixed typos (#27 and #28)
• Changed conclusion drawn from density plot in Basic Tutorial (#26)

The biggest change in the release was superseding differences with ratios. This affected both fairness_check and parity_loss. More on that in NEWS.md and documentation

First version on CRAN