raytut/randomForestLOO: Random Forests with Leave-One-Out

Extra functions as add-ons for Leave-One-Out classification using Random Forest models. Three main functions are available. rf.loo: For the estimation of models using different leave-one-out approaches. rf.boot: A bootstrap model estimator for the estimation of the true chance level in models. rf.null_test: A wrapper function to provide summary statistics on LOO models compared to bootstrapped counterparts.

Getting started

Package details

AuthorRayyan Tutunji
MaintainerRayyan Tutunji <rayyan.tutunji@donders.ru.nl>
LicenseCC BY
Version0.5.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("raytut/randomForestLOO")
raytut/randomForestLOO documentation built on May 30, 2022, 8:47 p.m.