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 06 Jun. 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
odbc
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hadley Wickham (view profile)
BALLI
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kyungtaek Park (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
IAPWS95
An implementation of the International Association for the
Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shawn Way (view profile)
rwavelet
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Navarro Fabien (view profile)
worrrd
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Anthony Pileggi (view profile)
27,268
R Packages
233,548
Dependencies
72,820
Author Associations
27,205
Publication Badges
