R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
sirus
View on CRAN: Click
here
Download and install sirus package within the R console
Install from CRAN:
install.packages("sirus")
Install from Github:
library("remotes")
install_github("cran/sirus") Install by package version:
library("remotes")
install_version("sirus", "0.3.3") Attach the package and use:
library("sirus")
Maintained by
Clement Benard
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-28
Latest Update: 2022-06-13
Description:
A regression and classification algorithm based on random forests, which takes the form of a short list of rules. SIRUS combines the simplicity of decision trees with a predictivity close to random forests. The core aggregation principle of random forests is kept, but instead of aggregating predictions, SIRUS aggregates the forest structure: the most frequent nodes of the forest are selected to form a stable rule ensemble model. The algorithm is fully described in the following articles: Benard C., Biau G., da Veiga S., Scornet E. (2021), Electron. J. Statist., 15:427-505 <doi:10.1214/20-EJS1792> for classification, and Benard C., Biau G., da Veiga S., Scornet E. (2021), AISTATS, PMLR 130:937-945 <http://proceedings.mlr.press/v130/benard21a>, for regression. This R package is a fork from the project ranger (<https://github.com/imbs-hl/ranger>).
How to cite:
Clement Benard (2019). sirus: Stable and Interpretable RUle Set. R package version 0.3.3, https://cran.r-project.org/web/packages/sirus. Accessed 08 Oct. 2026.
Previous versions and publish date:
Other packages that cited sirus R package
View sirus citation profile
Other R packages that sirus depends,
imports, suggests or enhances
Complete documentation for sirus
Functions, R codes and Examples using
the sirus R package
Some associated functions: sirus.cv . sirus.fit . sirus.plot.cv . sirus.predict . sirus.print .
Some associated R codes: RcppExports.R . formula.R . ranger.R . sirus.R . sirus_utility.R . utility.R . Full sirus package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
colorfindr
Extracts colors from various image types, returns customized reports and plots treemaps
and 3D scat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Zumbach (view profile)
climwin
Contains functions to detect and visualise periods of climate
sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Liam D. Bailey (view profile)
dineR
An efficient and convenient set of functions to perform differential network estimation through the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ricardo Daniel Marques Salgado (view profile)
abc.data
Contains data which are used by functions of the 'abc' package. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Blum Michael (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
metafor
A comprehensive collection of functions for conducting meta-analyses in R. The package includes func ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Wolfgang Viechtbauer (view profile)
28,905
R Packages
247,686
Dependencies
76,495
Author Associations
28,906
Publication Badges
