Help Detect and Mitigate Bias in Machine Learning Models

The 'AI Fairness 360' < https://aif360.mybluemix.net/> toolkit is an open-source library to help detect and mitigate bias in machine learning models. The AI Fairness 360 R package includes a comprehensive set of metrics for datasets and models to test for biases, explanations for these metrics, and algorithms to mitigate bias in datasets and models.


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Reference manual

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install.packages("aif360")

0.1.0 by Saishruthi Swaminathan, 4 months ago


https://github.com/IBM/AIF360/tree/master/aif360/aif360-r


Report a bug at https://github.com/IBM/AIF360/issues


Browse source code at https://github.com/cran/aif360


Authors: Gabriela de Queiroz [aut] , Stacey Ronaghan [aut] , Saishruthi Swaminathan [aut, cre]


Documentation:   PDF Manual  


Apache License (>= 2.0) license


Imports reticulate, rstudioapi

Suggests testthat


See at CRAN