Feature Ordering by Conditional Independence

Feature Ordering by Conditional Independence (FOCI) is a variable selection algorithm based on the measure of conditional dependence. For more information, see the paper: Azadkia and Chatterjee (2019),"A simple measure of conditional dependence" .


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Reference manual

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install.packages("FOCI")

0.1.2 by Mona Azadkia, 5 months ago


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


Authors: Mona Azadkia [aut, cre] , Sourav Chatterjee [aut, ctb] , Norman Matloff [aut, ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports RANN, proxy, parallel, gmp

Depends on data.table

Suggests knitr, rmarkdown, testthat


See at CRAN