# Fair Models in Machine Learning

## Documentation for package ‘fairml’ version 0.9

- 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
confint.fair.model | Confidence Intervals for Fair Models
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
drug.consumption | Drug Consumption
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
flchain | Obesity Levels
frrm | Fair Ridge Regression Model
german.credit | German Credit Data
health.retirement | Health and Retirement Survey
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
obesity.levels | Obesity Levels
plot.fair.confint | Confidence Intervals for Fair Models
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
vu.test | Synthetic Data Set to Test Fair Models
zlm | Zafar's Linear and Logistic Regressions
zlm.orig | Zafar's Linear and Logistic Regressions
zlrm | Zafar's Linear and Logistic Regressions
zlrm.orig | Zafar's Linear and Logistic Regressions