# Fair Models in Machine Learning

## Documentation for package ‘fairml’ version 0.6.1

- DESCRIPTION file.

## Help Pages

fairml-package | Fair models in machine learning
adult | Census Income
all.equal.fair.model | Extract information from fair.model objects
bank | Bank Marketing
coef.fair.model | Extract information from fair.model objects
communities.and.crime | Communities and Crime Data Set
compas | Criminal Offenders Screened in Florida
cv.folds | Cross-Validation for Fair Models
cv.loss | Cross-Validation for Fair Models
cv.unfairness | Cross-Validation for Fair Models
deviance.fair.model | Extract information from fair.model objects
fairml | Fair models in machine learning
fairml.cv | Cross-Validation for Fair Models
fairness.profile.plot | Profile Fair Models with Respect to Tuning Parameters
fgrrm | Fair Ridge Regression Model
fitted.fair.model | Extract information from fair.model objects
frrm | Fair Ridge Regression Model
german.credit | German Credit Data
law.school.admissions | Law School Admission Council data
logLik.fair.model | Extract information from fair.model objects
methods for fair.model objects | Extract information from fair.model objects
national.longitudinal.survey | Income and Labour Market Activities
nclm | Nonconvex Optimization for Regression with Fairness Constraints
nobs.fair.model | Extract information from fair.model objects
plot.fair.model | Extract information from fair.model objects
predict.fgrrm | Extract information from fair.model objects
predict.frrm | Extract information from fair.model objects
predict.nclm | Extract information from fair.model objects
predict.zlm | Extract information from fair.model objects
predict.zlrm | Extract information from fair.model objects
print.fair.model | Extract information from fair.model objects
residuals.fair.model | Extract information from fair.model objects
sigma.fair.model | Extract information from fair.model objects
summary.fair.model | Extract information from fair.model objects
vuc.test | Synthetic data sets to test fair models
vur.test | Synthetic data sets to test fair models
zlm | Zafar's Linear and Logistic Regressions
zlrm | Zafar's Linear and Logistic Regressions