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 |
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.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 |