iRF: iterative Random Forests

Iteratively grows feature weighted random forests and finds high-order feature interactions in a stable fashion.

Getting started

Package details

AuthorSumanta Basu and Karl Kumbier (based on source codes from the R packages FSInteract by Hyun Jik Kim and Rajen D. Shah, randomForest by Andy Liaw and Matthew Wiener, and the original Fortran codes by Leo Breiman and Adele Cutler)
MaintainerKarl Kumbier <[email protected]>
LicenseGPL-2
Version2.0.0
URL https://arxiv.org/abs/1706.08457
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("iRF")

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iRF documentation built on July 26, 2017, 9:03 a.m.