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FairMclus (version 2.2.1)

Clustering for Data with Sensitive Attribute

Description

Clustering for categorical and mixed-type of data, to preventing classification biases due to race, gender or others sensitive attributes. This algorithm is an extension of the methodology proposed by "Santos & Heras (2020) ".

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Install

install.packages('FairMclus')

Monthly Downloads

263

Version

2.2.1

License

GPL (>= 2)

Maintainer

Carlos Santos-Mangudo

Last Published

November 19th, 2021

Functions in FairMclus (2.2.1)

FairMclus

FairMclus Clustering for Data with Sensitive Attribute