API for fairml
Fair Models in Machine Learning
| Global functions | |
|---|---|
| adult | Man page |
| all.equal.fair.model | Man page Source code |
| bank | Man page |
| call_cccp | Source code |
| check.absolute.covariance | Source code |
| check.and.load.package | Source code |
| check.cluster | Source code |
| check.covariance.function | Source code |
| check.covariance.matrix | Source code |
| check.cv.args | Source code |
| check.cv.folds | Source code |
| check.cv.holdout.size | Source code |
| check.cv.runs | Source code |
| check.cv.splits | Source code |
| check.data | Source code |
| check.data.vs.info | Source code |
| check.fairness.constraint | Source code |
| check.fairness.level | Source code |
| check.family | Source code |
| check.label | Source code |
| check.logical | Source code |
| check.response | Source code |
| check.ridge.penalty | Source code |
| check.unused.args | Source code |
| class.ind | Source code |
| classifier.prediction | Source code |
| coef.fair.model | Man page Source code |
| coefficients.plot | Source code |
| communities.and.crime | Man page |
| compas | Man page |
| compute.loss.from.split | Source code |
| constrained.linear | Source code |
| constrained.logistic | Source code |
| constraints.plot | Source code |
| cop | Source code |
| cv.folds | Man page Source code |
| cv.loss | Man page Source code |
| cv.unfairness | Man page Source code |
| design.matrix | Source code |
| deviance.fair.model | Man page Source code |
| drug.consumption | Man page |
| extended.range | Source code |
| fair.ridge | Source code |
| fairml | Man page |
| fairml-package | Man page |
| fairml.cv | Man page Source code |
| fairness.profile.plot | Man page Source code |
| family.loss | Source code |
| fgrrm | Man page Source code |
| fgrrm.eo.komiyama | Source code |
| fgrrm.glmnet | Source code |
| fgrrm.if.berk | Source code |
| fgrrm.sp.komiyama | Source code |
| fitted.fair.model | Man page Source code |
| flchain | Man page |
| fold.unfairness | Source code |
| frrm | Man page Source code |
| german.credit | Man page |
| get.data.info | Source code |
| glmnet.stats | Source code |
| health.retirement | Man page |
| is.binary.vector | Source code |
| is.non.negative | Source code |
| is.non.negative.integer | Source code |
| is.non.negative.vector | Source code |
| is.positive | Source code |
| is.positive.integer | Source code |
| is.positive.vector | Source code |
| is.probability | Source code |
| is.probability.vector | Source code |
| is.real.vector | Source code |
| is.string | Source code |
| isClusterRunning | Source code |
| law.school.admissions | Man page |
| linfun | Source code |
| linpred2class | Source code |
| linpred2mclass | Source code |
| linpred2mprob | Source code |
| linpred2prob | Source code |
| lm.loglikelihood | Source code |
| logLik.fair.model | Man page Source code |
| make.definite | Source code |
| methods for fair.model objects | Man page |
| national.longitudinal.survey | Man page |
| nclm | Man page Source code |
| nclm.optiSolve | Source code |
| nclm.zero.sensitive | Source code |
| noattr | Source code |
| nobs.fair.model | Man page Source code |
| obesity.levels | Man page |
| overall.unfairness | Source code |
| plot.fair.model | Man page Source code |
| pr.loss | Source code |
| precision.recall.plot | Source code |
| predict.fair.model | Source code |
| predict.fgrrm | Man page Source code |
| predict.frrm | Man page Source code |
| predict.nclm | Man page Source code |
| predict.zlm | Man page Source code |
| predict.zlrm | Man page Source code |
| print.fair.kcv | Source code |
| print.fair.kcv.list | Source code |
| print.fair.model | Man page Source code |
| print.summary.fair.model | Source code |
| proportion | Source code |
| q | Source code |
| qc2socc | Source code |
| quadcon | Source code |
| quadfun | Source code |
| residuals.fair.model | Man page Source code |
| rmse.loss | Source code |
| rmse.plot | Source code |
| safe.cor | Source code |
| sample.size | Source code |
| sigma.fair.model | Man page Source code |
| smartSapply | Source code |
| solvecop | Source code |
| summary.fair.model | Man page Source code |
| two.stage.regression | Source code |
| two.stages.prediction | Source code |
| validate | Source code |
| variables.constraints.plot | Source code |
| variance.constraints.plot | Source code |
| vu.test | Man page |
| wcat | Source code |
| zero.coefficients | Source code |
| zlm | Man page Source code |
| zlm.orig | Man page Source code |
| zlm.shared | Source code |
| zlrm | Man page Source code |
| zlrm.orig | Man page Source code |
| zlrm.shared | Source code |
