FOCI (version 0.1.3)

Feature Ordering by Conditional Independence

Description

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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Version

Install

install.packages('FOCI')

Monthly Downloads

489

Version

0.1.3

License

GPL-3

Maintainer

Mona Azadkia

Last Published

March 18th, 2021

Functions in FOCI (0.1.3)

foci

Variable selection by the FOCI algorithm

codec

Estimate the conditional dependence coefficient (CODEC)