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" .


Reference manual

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0.1.3 by Mona Azadkia, 10 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