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
evtree
View on CRAN: Click
here
Download and install evtree package within the R console
Install from CRAN:
install.packages("evtree")
Install from Github:
library("remotes")
install_github("cran/evtree")
Install by package version:
library("remotes")
install_version("evtree", "1.0-8")
Attach the package and use:
library("evtree")
Maintained by
Thomas Grubinger
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.evtree . evtree citation info . evtree results . evtree.pdf . evtree_1.0-8.tar.gz . evtree_1.0-8.zip . evtree_1.0-8.zip . evtree_1.0-8.zip . evtree_1.0-8.tgz . evtree_1.0-8.tgz . evtree_1.0-8.tgz . evtree_1.0-8.tgz . evtree_1.0-8.tgz . evtree_1.0-8.tgz . evtree archive . https://CRAN.R-project.org/package=evtree .
First Published: 2011-09-30
Latest Update: 2019-05-26
Description:
Commonly used classification and regression tree methods like the CART algorithm
are recursive partitioning methods that build the model in a forward stepwise search.
Although this approach is known to be an efficient heuristic, the results of recursive
tree methods are only locally optimal, as splits are chosen to maximize homogeneity at
the next step only. An alternative way to search over the parameter space of trees is
to use global optimization methods like evolutionary algorithms. The 'evtree' package
implements an evolutionary algorithm for learning globally optimal classification and
regression trees in R. CPU and memory-intensive tasks are fully computed in C++ while
the 'partykit' package is leveraged to represent the resulting trees in R, providing
unified infrastructure for summaries, visualizations, and predictions.
How to cite:
Thomas Grubinger (2011). evtree: Evolutionary Learning of Globally Optimal Trees. R package version 1.0-8, https://cran.r-project.org/web/packages/evtree. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.1-0 (2011-09-30 17:47), 0.1-1 (2011-10-02 21:24), 0.1-2 (2012-04-11 14:00), 0.1-3 (2013-06-17 14:29), 0.1-4 (2013-11-26 22:38), 0.1-5 (2014-07-01 10:31), 1.0-0 (2014-10-15 13:16), 1.0-1 (2016-10-14 16:22), 1.0-2 (2017-01-24 19:43), 1.0-3 (2017-03-31 18:27), 1.0-4 (2017-04-02 17:27), 1.0-5 (2017-04-06 23:46), 1.0-6 (2017-12-15 13:06), 1.0-7 (2018-05-23 09:08)
Other packages that cited evtree R package
View evtree citation profile
Other R packages that evtree depends,
imports, suggests or enhances
Complete documentation for evtree
Functions, R codes and Examples using
the evtree R package
Some associated functions: BBBClub . ContraceptiveChoice . GermanCredit . MAGICGammaTelescope . StatlogHeart . evtree.control . evtree .
Some associated R codes: evtree-internal.R . evtree.R . evtree.control.R . Full evtree package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
CodeDepends
Tools for analyzing R expressions
or blocks of code and determining the dependencies between them.
...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gabriel Becker (view profile)
geonapi
Provides an R interface to the 'GeoNetwork' API () allowing ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Emmanuel Blondel (view profile)
binom
Constructs confidence intervals on the probability of
success in a binomial experiment via several ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sundar Dorai-Raj (view profile)
munfold
Multidimensional unfolding using Schoenemann's algorithm for metric
and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Martin Elff (view profile)
CTShiny
An interactive document on the topic of classification tree analysis using 'rmarkdown' and 'shiny' ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kartikeya Bolar (view profile)
pirate
An implementation of the generated effect modifier (GEM) method. This method constructs composite va ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Zhe Su (view profile)
23,990
R Packages
207,311
Dependencies
64,809
Author Associations
23,991
Publication Badges
