fairadapt-package {fairadapt} | R Documentation |
fairadapt: Fair Data Adaptation with Quantile Preservation
Description
An implementation of the fair data adaptation with quantile preservation described in Plecko & Meinshausen (2019) arXiv:1911.06685. The adaptation procedure uses the specified causal graph to pre-process the given training and testing data in such a way to remove the bias caused by the protected attribute. The procedure uses tree ensembles for quantile regression.
Author(s)
Maintainer: Drago Plecko drago.plecko@stat.math.ethz.ch
Authors:
Nicolas Bennett nicolas.bennett@stat.math.ethz.ch
See Also
Useful links:
[Package fairadapt version 0.2.7 Index]